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"parent", 2], ["child", "vocabulary", 2], ["creates", "graph", 2], ["graph", "scope", 2], ["anchor", "scope", 2], ["nodes", "sense", 2], ["locally", "meaningful", 2], ["project-6", "task-23", 2], ["different", "project-6", 2], ["contains", "issue", 2], ["different", "subgraphs", 2], ["issue", "nodes", 2], ["issue", "project-6", 2], ["issue", "review", 2]], "concepts": [{"id": "node", "label": "node", "family": "concept", "forms": ["node"], "statement": "A node carries local properties but has no obligation to declare what it is, how it is used, or what it means.", "section": "Nodes Have No Obligation to Explain Themselves", "quote": "A node in a graph is just a node. It may carry some local properties — a title, a value, a timestamp — but it has no inherent obligation to declare what it \"is,\" how it should be used, or what it means."}, {"id": "meaning-through-connectivity", "label": "meaning through connectivity", "family": "concept", "forms": ["meaning", "connectivity"], "statement": "What a thing is emerges from the edges traceable from it.", "section": "Nodes Have No Obligation to Explain Themselves", "quote": "In a graph-first model, what something \"is\" emerges from the edges you can trace from it."}, {"id": "connectivity", "label": "connectivity", "family": "concept", "forms": ["connectivity"], "statement": "A node is meaningful in proportion to how richly it is connected.", "section": "Nodes Have No Obligation to Explain Themselves", "quote": "A node connected to a rich web of other nodes is meaningful in proportion to that connectivity."}, {"id": "schema-first", "label": "schema-first", "family": "concept", "forms": ["schema-first"], "statement": "The type system tells you what something is before you encounter it.", "section": "Nodes Have No Obligation to Explain Themselves", "quote": "schema-first thinking, where the type system tells you what something is before you encounter it"}, {"id": "declared-meaning", "label": "declared meaning", "family": "concept", "forms": ["declared", "meaning"], "statement": "Meaning asserted by a schema, which instances conform to or fail.", "section": "Meaning Is Not Declared — It Is Discovered", "quote": "In a schema-first system, meaning is declared: \"This object IS a Task. It HAS these fields. Its status MUST be one of these values.\" The schema is the authority, and instances conform or fail validation."}, {"id": "discovered-meaning", "label": "discovered meaning", "family": "concept", "forms": ["discovered", "meaning"], "statement": "Meaning determined by traversing a node's edges.", "section": "Meaning Is Not Declared — It Is Discovered", "quote": "In a graph-first system, meaning is discovered: \"This node has edges to other nodes. By traversing those edges, we can determine what this node relates to, what constraints apply, and how confidently we can characterise it.\""}, {"id": "compatibility", "label": "compatibility", "family": "concept", "forms": ["compatibility"], "statement": "The degree to which two nodes' subgraphs overlap when traced toward common reference points.", "section": "Compatibility Is a Graph Computation", "quote": "Two nodes are not compatible because they share a type declaration. They are compatible to the degree that their subgraphs overlap when traced toward common reference points."}, {"id": "fractal-principle", "label": "the fractal principle", "family": "concept", "forms": ["fractal", "principle"], "statement": "The same structural pattern, nodes with edges and meaning through connectivity, repeats at every level of zoom.", "section": "Every Scope Defines Its Own Vocabulary", "quote": "the same structural pattern — nodes with edges, meaning through connectivity — repeats at every level of zoom"}, {"id": "local-vocabulary", "label": "local vocabulary", "family": "concept", "forms": ["local", "vocabulary"], "statement": "Every level of the scope hierarchy can introduce its own nodes, edges, types and definitions.", "section": "Every Scope Defines Its Own Vocabulary", "quote": "Every level in this hierarchy can introduce its own nodes, edges, types, and definitions."}, {"id": "name-clash", "label": "name clash", "family": "concept", "forms": ["name", "clash"], "statement": "Label collisions between scopes, expected and resolved structurally rather than by name.", "section": "Name Clashes Are Normal", "quote": "In a fractal system, name clashes are inevitable and non-problematic."}, {"id": "semantic-web", "label": "the Semantic Web", "family": "concept", "forms": ["semantic", "web"], "statement": "The community that identified the right problem: exchanging meaning without agreeing on everything upfront.", "section": "The Semantic Web's Insight (and Mistake)", "quote": "The Semantic Web community identified the right problem: how do independent parties exchange meaning without agreeing on everything upfront?"}, {"id": "anchor-node", "label": "anchor node", "family": "concept", "forms": ["anchor", "node"], "statement": "A node that is well-connected, well-maintained and well-known, with no special authority.", "section": "What Anchor Nodes Actually Are", "quote": "An anchor node is simply a node that:"}, {"id": "confidence-spectrum", "label": "the confidence spectrum", "family": "concept", "forms": ["confidence", "spectrum"], "statement": "Every assertion about a node sits on a spectrum from no edges to rich multi-hop connectivity.", "section": "The Confidence Spectrum", "quote": "Every assertion the system makes about a node sits on a confidence spectrum:"}, {"id": "honest-uncertainty", "label": "honest uncertainty", "family": "concept", "forms": ["honest", "uncertainty"], "statement": "The default posture: report what the edges support, what is missing, and what that does to confidence.", "section": "Honest Uncertainty Is the Default", "quote": "The system's default posture is honest uncertainty"}, {"id": "enrichment", "label": "enrichment", "family": "concept", "forms": ["enrichment"], "statement": "The response to low confidence: add edges rather than fail validation.", "section": "Enrichment, Not Enforcement", "quote": "the response is not validation failure. It is an opportunity for enrichment"}, {"id": "graphs-of-graphs", "label": "graphs of graphs", "family": "concept", "forms": ["graphs", "graphs"], "statement": "The ecosystem is not one flat graph; it is a graph of graphs, recursively.", "section": "The Recursive Structure", "quote": "It is a graph of graphs, recursively"}, {"id": "cross-graph-edge", "label": "cross-graph edge", "family": "concept", "forms": ["cross-graph", "edge"], "statement": "An edge that crosses from one sovereign graph into another, carrying meaning between them.", "section": "Cross-Graph References", "quote": "it creates an edge that crosses from the Issues-FS graph into the osbot-utils Type_Safe graph"}, {"id": "version-pinning", "label": "version pinning", "family": "concept", "forms": ["version", "pinning"], "statement": "A cross-graph edge may pin meaning to a version or float with the latest; the graph records the choice.", "section": "Versioning and Temporal Graphs", "quote": "If the edge points to `osbot-utils@3.63.4`, then the meaning is pinned to that version's definition."}, {"id": "lexicon", "label": "the Lexicon", "family": "concept", "forms": ["lexicon"], "statement": "Not a dictionary or a schema registry: curated anchor nodes, cross-graph edges, traversal tools and overridable bootstrap definitions.", "section": "What the Lexicon Actually Provides", "quote": "the Issues-FS Lexicon is not a dictionary or a schema registry"}, {"id": "librarian", "label": "the Librarian", "family": "concept", "forms": ["librarian"], "statement": "Used twice as the agent who adds or arbitrates edges; never defined in this document.", "section": "Name Clashes Are Normal", "quote": "A human or a Librarian agent can then decide"}, {"id": "type-safe", "label": "Type_Safe", "family": "concept", "forms": ["type_safe"], "statement": "The runtime type framework the port example leans on; assumed, not defined here.", "section": "The Safe_UInt__Port Example", "quote": "Consider a concrete example from the osbot-utils Type_Safe framework:"}, {"id": "role-md", "label": "ROLE.md", "family": "concept", "forms": ["role", "md"], "statement": "Used as the thing that makes a role meaningful; its own format is never defined here.", "section": "This Applies to Everything", "quote": "If it links to a ROLE.md definition, to a set of issue types it can create, to handoff protocols — then we know what this QA role does."}, {"id": "c-central", "label": "the central claim", "family": "claim", "forms": ["central", "claim"], "statement": "Everything is a graph; meaning is discovered through relationships, not declared; confidence is proportional to connectivity.", "section": "What This Document Is", "quote": "everything is a graph, meaning is not declared but discovered through graph relationships, and confidence in that meaning is proportional to how richly connected a node is to other nodes that provide context"}, {"id": "c-literal", "label": "not a metaphor", "family": "claim", "forms": ["metaphor"], "statement": "The claim is a literal architectural principle, not a metaphor.", "section": "What This Document Is", "quote": "This is not a metaphor. It is a literal architectural principle"}, {"id": "c-no-edges-no-meaning", "label": "no edges, no meaning", "family": "claim", "forms": ["edges", "meaning"], "statement": "A node connected to nothing is, literally, meaningless.", "section": "Nodes Have No Obligation to Explain Themselves", "quote": "A node connected to nothing is meaningless — literally."}, {"id": "c-difference-is-connectivity", "label": "the difference is connectivity", "family": "claim", "forms": ["difference", "connectivity"], "statement": "Two identical values differ radically in meaning when their connectivity differs.", "section": "The Safe_UInt__Port Example", "quote": "**The difference is not in the value.** Both scenarios have `8080`. The difference is in the **connectivity**."}, {"id": "c-evidence-or-not", "label": "the graph provides the evidence or it does not", "family": "claim", "forms": ["graph", "provides", "evidence"], "statement": "The system reports what it can and cannot confirm rather than assuming meaning.", "section": "This Applies to Everything", "quote": "The graph either provides the evidence or it doesn't. The system's job is to report what it can and can't confirm, not to assume meaning where the edges don't support it."}, {"id": "c-brittle-vs-resilient", "label": "declared is brittle, discovered is resilient", "family": "claim", "forms": ["declared", "brittle", "discovered", "resilient"], "statement": "Declared meaning breaks at boundaries; discovered meaning thins but composes.", "section": "Meaning Is Not Declared — It Is Discovered", "quote": "declared meaning is brittle and local"}, {"id": "c-common-ground-discovered", "label": "common ground is discovered, not imposed", "family": "claim", "forms": ["common", "ground", "discovered", "imposed"], "statement": "Structural overlap can be found across five different review processes without any team conforming to a shared schema.", "section": "Finding Common Ground Through Graph Analysis", "quote": "The common ground was *discovered* in the graph, not *imposed* on it."}, {"id": "c-compat-spectrum", "label": "compatibility is a spectrum", "family": "claim", "forms": ["compatibility", "spectrum"], "statement": "Compatibility is not binary, not symmetric, not global, and it is computable.", "section": "Compatibility Is a Graph Computation", "quote": "**Not binary** — it's a spectrum (Team A and Team C are more compatible than Team A and Team B)"}, {"id": "c-no-registration", "label": "no registration with the parent", "family": "claim", "forms": ["registration", "parent"], "statement": "A child scope never needs to register its vocabulary with a parent scope.", "section": "Every Scope Defines Its Own Vocabulary", "quote": "At no level does a child scope need to \"register\" its vocabulary with a parent scope."}, {"id": "c-structural-resolution", "label": "resolution is structural", "family": "claim", "forms": ["resolution", "structural"], "statement": "Name clashes resolve by graph identity and traversal path, not by the label.", "section": "Name Clashes Are Normal", "quote": "Resolution is structural, not nominal."}, {"id": "c-observations-not-errors", "label": "observations, not errors", "family": "claim", "forms": ["observations", "errors"], "statement": "Gaps, partial mappings and contradictions are surfaced for judgement, not rejected as failures.", "section": "Incompatibility and Missing Pieces Are Expected", "quote": "None of these are errors. They are observations that the graph analysis can make, surfacing them for human (or agent) judgment."}, {"id": "c-semweb-mistake", "label": "the Semantic Web's mistake", "family": "claim", "forms": ["semantic", "web's", "mistake"], "statement": "The mistake was attaching meaning to nodes rather than deriving it from edges.", "section": "The Semantic Web's Insight (and Mistake)", "quote": "They ended up attaching meaning *to nodes* rather than deriving meaning *from edges*."}, {"id": "c-dressed-in-graph-syntax", "label": "schema-first in graph syntax", "family": "claim", "forms": ["schema-first", "graph", "syntax"], "statement": "Self-describing nodes are schema-first thinking wearing graph syntax.", "section": "The Semantic Web's Insight (and Mistake)", "quote": "This is schema-first thinking dressed in graph syntax. The node knows what it is."}, {"id": "c-mappings-by-anyone", "label": "mappings can come from anyone", "family": "claim", "forms": ["mappings", "come", "anyone"], "statement": "Cross-reference edges may be added by the team, an agent, an analysis or a third party, without touching the original node.", "section": "The Graph-First Correction", "quote": "the mappings might have been added by anyone: the team itself, a Librarian agent, an automated analysis, or a third party doing an integration"}, {"id": "c-no-special-authority", "label": "anchors have no special authority", "family": "claim", "forms": ["anchors", "special", "authority"], "statement": "An anchor node enables discovery; it does not force conformity.", "section": "What Anchor Nodes Actually Are", "quote": "**Has no special authority** — it does not force conformity; it enables discovery"}, {"id": "c-confidence-computable", "label": "confidence is computable", "family": "claim", "forms": ["confidence", "computable"], "statement": "How confident the system is about a node is always computable from the graph.", "section": "The Confidence Spectrum", "quote": "the answer is always computable from the graph: count the edges, measure the depth of traversal to anchor nodes, assess the authority of the nodes reached"}, {"id": "c-never-assumes", "label": "gaps are never filled with assumptions", "family": "claim", "forms": ["gaps", "never", "filled", "assumptions"], "statement": "The system reports found and missing edges and never fills gaps by assuming.", "section": "Honest Uncertainty Is the Default", "quote": "It never fills in the gaps with assumptions."}, {"id": "c-grow-not-constrain", "label": "grow the graph, do not tighten the schema", "family": "claim", "forms": ["grow", "graph", "tighten", "schema"], "statement": "The ecosystem improves by adding edges, not by imposing stricter schemas.", "section": "Enrichment, Not Enforcement", "quote": "not by imposing stricter schemas, but by growing the graph"}, {"id": "c-sovereign-graphs", "label": "each graph is sovereign", "family": "claim", "forms": ["graph", "sovereign"], "statement": "Cross-graph edges give interoperability across teams, languages, cultures and agendas without any graph changing internally.", "section": "Cross-Graph References", "quote": "This is what makes the graph model scale across teams, languages, cultures, and agendas. Each graph is sovereign."}, {"id": "c-pin-or-float", "label": "pin or float, but say which", "family": "claim", "forms": ["pin", "float", "say"], "statement": "Pinned and floating version edges are both valid; the graph makes the choice explicit and traceable.", "section": "Versioning and Temporal Graphs", "quote": "Both are valid choices. The graph makes the choice explicit and traceable."}, {"id": "c-override", "label": "local override is a capability", "family": "claim", "forms": ["local", "override", "capability"], "statement": "Any scope may override or specialise bootstrap definitions by creating local nodes with different subgraphs.", "section": "What Every Repo Can Do", "quote": "**Override or specialise** bootstrap definitions by creating local nodes with different subgraphs"}, {"id": "c-honest-assessments", "label": "we know, we think, we cannot confirm", "family": "claim", "forms": ["know", "think", "cannot", "confirm"], "statement": "The system's observations end in a three-state honest assessment.", "section": "What the System Can Observe", "quote": "**Generate honest assessments**: \"We know X. We think Y. We cannot confirm Z.\""}, {"id": "c-authority-from-connectivity", "label": "authority is not identity", "family": "claim", "forms": ["authority", "identity"], "statement": "Authority is a property of connectivity, provenance and governance, not of identity.", "section": "What the System Never Does", "quote": "authority is a property of connectivity, provenance, and governance, not of identity"}, {"id": "c-structural-not-nominal", "label": "connection is structural, not nominal", "family": "claim", "forms": ["connection", "structural", "nominal"], "statement": "A Japanese-labelled process connects to an English-labelled anchor through edges, with no shared label needed.", "section": "The QA Engineer in Tokyo", "quote": "The connection is structural (via graph edges), not nominal (via shared label)."}, {"id": "c-traceable-chain", "label": "the review chain is traceable", "family": "claim", "forms": ["review", "chain", "traceable"], "statement": "A three-city review chain in three languages is traceable end to end through the graph.", "section": "The Compliance Officer in Frankfurt", "quote": "The review chain is traceable through the graph."}, {"id": "c-absence-reported", "label": "absence is reported, not papered over", "family": "claim", "forms": ["absence", "reported", "papered"], "statement": "The system does not pretend a GitHub issue is a Feature_Request; it reports the missing edge and what adding it would enable.", "section": "The Open Source Contributor in Nairobi", "quote": "The system doesn't pretend the GitHub issue is a Feature_Request just because a human would make that inference."}, {"id": "c-ten-principles", "label": "the document compresses itself to ten principles", "family": "claim", "forms": ["document", "compresses", "itself", "ten", "principles"], "statement": "The summary lists ten core principles. The first edition distilled five ideas from this source; the gap is ladder finding 3.", "section": "Summary: Core Principles", "quote": "1. **Everything is a node.** Nodes carry local properties but have no obligation to declare what they are or how they should be used."}, {"id": "h-inevitable-mess", "label": "distributed vocabulary produces gaps", "family": "hypothesis", "forms": ["distributed", "vocabulary", "produces", "gaps"], "statement": "A fractal system with distributed vocabulary will inevitably produce gaps, partial mappings and contradictions.", "section": "Incompatibility and Missing Pieces Are Expected", "quote": "A fractal system with distributed vocabulary will inevitably produce:"}, {"id": "h-thinner-across-boundaries", "label": "meaning thins measurably at boundaries", "family": "hypothesis", "forms": ["meaning", "thins", "measurably", "boundaries"], "statement": "Crossing a boundary thins meaning rather than breaking it, and the system can report exactly how thin.", "section": "Meaning Is Not Declared — It Is Discovered", "quote": "it just means some edges don't extend across that boundary, and the meaning becomes thinner (less confident) on the other side"}, {"id": "h-self-understanding", "label": "every edge grows self-understanding", "family": "hypothesis", "forms": ["every", "edge", "grows", "self-understanding"], "statement": "Each added edge increments the system's understanding of itself; the ecosystem improves this way over time.", "section": "Enrichment, Not Enforcement", "quote": "Every edge added is a small increment in the system's understanding of itself."}, {"id": "o-foundation", "label": "be the foundation", "family": "objective", "forms": ["foundation"], "statement": "Underpin every other document in the ecosystem: the philosophy everything else is built on.", "section": "What This Document Is", "quote": "This is the foundational document for the Issues-FS ecosystem."}, {"id": "ex-port", "label": "the Safe_UInt__Port example", "family": "example", "forms": ["safe_uint__port", "example"], "statement": "Two scenarios with the identical value 8080, differing only in connectivity, yield radically different meaning.", "section": "The Safe_UInt__Port Example", "quote": "class Safe_UInt__Port(Safe_UInt):"}, {"id": "ex-five-reviews", "label": "the five Reviews", "family": "example", "forms": ["five", "reviews"], "statement": "Five teams' Review processes, none aware of the others, analysed for structural overlap without any conforming.", "section": "The Review Example", "quote": "Consider five different teams, each with a process they call \"Review\":"}, {"id": "ex-preflabel", "label": "the prefLabel counter-example", "family": "example", "forms": ["preflabel", "counter-example"], "statement": "A SKOS prefLabel declaration shown as meaning encoded on the node itself: the mistake, in six lines.", "section": "The Semantic Web's Insight (and Mistake)", "quote": "skos:prefLabel  \"Review\"@en"}, {"id": "ex-end-to-end", "label": "the end-to-end scenario", "family": "example", "forms": ["end-to-end", "scenario"], "statement": "London, Tokyo, Frankfurt and Nairobi: one task, three review vocabularies, one unmapped proposal, every confidence statement computed.", "section": "The Graph", "quote": "Task-42 (in Project: Issues-FS__Service)"}], "edges": [{"from": "meaning-through-connectivity", "verb": "departs-from", "to": "schema-first"}, {"from": "connectivity", "verb": "determines", "to": "confidence-spectrum"}, {"from": "lexicon", "verb": "provides", "to": "anchor-node"}, {"from": "anchor-node", "verb": "enables", "to": "compatibility"}, {"from": "cross-graph-edge", "verb": "enables", "to": "compatibility"}, {"from": "enrichment", "verb": "remedies", "to": "confidence-spectrum"}, {"from": "fractal-principle", "verb": "licenses", "to": "local-vocabulary"}, {"from": "graphs-of-graphs", "verb": "exhibits", "to": "fractal-principle"}, {"from": "c-central", "verb": "about", "to": "meaning-through-connectivity"}, {"from": "c-central", "verb": "about", "to": "connectivity"}, {"from": "c-literal", "verb": "about", "to": "meaning-through-connectivity"}, {"from": "c-no-edges-no-meaning", "verb": "about", "to": "node"}, {"from": "c-no-edges-no-meaning", "verb": "about", "to": "connectivity"}, {"from": "c-difference-is-connectivity", "verb": "about", "to": "connectivity"}, {"from": "c-difference-is-connectivity", "verb": "about", "to": "meaning-through-connectivity"}, {"from": "c-evidence-or-not", "verb": "about", "to": "honest-uncertainty"}, {"from": "c-brittle-vs-resilient", "verb": "about", "to": "declared-meaning"}, {"from": "c-brittle-vs-resilient", "verb": "about", "to": "discovered-meaning"}, {"from": "c-common-ground-discovered", "verb": "about", "to": "compatibility"}, {"from": "c-compat-spectrum", "verb": "about", "to": "compatibility"}, {"from": "c-no-registration", "verb": "about", "to": "local-vocabulary"}, {"from": "c-no-registration", "verb": "about", "to": "fractal-principle"}, {"from": "c-structural-resolution", "verb": "about", "to": "name-clash"}, {"from": "c-observations-not-errors", "verb": "about", "to": "honest-uncertainty"}, {"from": "c-semweb-mistake", "verb": "about", "to": "semantic-web"}, {"from": "c-dressed-in-graph-syntax", "verb": "about", "to": "semantic-web"}, {"from": "c-dressed-in-graph-syntax", "verb": "about", "to": "schema-first"}, {"from": "c-mappings-by-anyone", "verb": "about", "to": "anchor-node"}, {"from": "c-mappings-by-anyone", "verb": "about", "to": "cross-graph-edge"}, {"from": "c-no-special-authority", "verb": "about", "to": "anchor-node"}, {"from": "c-confidence-computable", "verb": "about", "to": "confidence-spectrum"}, {"from": "c-confidence-computable", "verb": "about", "to": "connectivity"}, {"from": "c-never-assumes", "verb": "about", "to": "honest-uncertainty"}, {"from": "c-grow-not-constrain", "verb": "about", "to": "enrichment"}, {"from": "c-sovereign-graphs", "verb": "about", "to": "cross-graph-edge"}, {"from": "c-pin-or-float", "verb": "about", "to": "version-pinning"}, {"from": "c-override", "verb": "about", "to": "local-vocabulary"}, {"from": "c-override", "verb": "about", "to": "lexicon"}, {"from": "c-honest-assessments", "verb": "about", "to": "honest-uncertainty"}, {"from": "c-honest-assessments", "verb": "about", "to": "confidence-spectrum"}, {"from": "c-authority-from-connectivity", "verb": "about", "to": "anchor-node"}, {"from": "c-authority-from-connectivity", "verb": "about", "to": "connectivity"}, {"from": "c-structural-not-nominal", "verb": "about", "to": "compatibility"}, {"from": "c-structural-not-nominal", "verb": "about", "to": "name-clash"}, {"from": "c-traceable-chain", "verb": "about", "to": "cross-graph-edge"}, {"from": "c-traceable-chain", "verb": "about", "to": "compatibility"}, {"from": "c-absence-reported", "verb": "about", "to": "honest-uncertainty"}, {"from": "c-ten-principles", "verb": "about", "to": "meaning-through-connectivity"}, {"from": "h-inevitable-mess", "verb": "about", "to": "fractal-principle"}, {"from": "h-inevitable-mess", "verb": "about", "to": "local-vocabulary"}, {"from": "h-thinner-across-boundaries", "verb": "about", "to": "discovered-meaning"}, {"from": "h-thinner-across-boundaries", "verb": "about", "to": "confidence-spectrum"}, {"from": "h-self-understanding", "verb": "about", "to": "enrichment"}], "pack": {"packs": ["graphs-domain"], "terms": [{"id": "pk:structure", "label": "structure", "def": "An arrangement of parts that carries information in how the parts relate.", "forms": ["structure"]}, {"id": "pk:graph", "label": "graph", "def": "A structure of nodes and edges; here always a network graph, never a chart.", "edges": [["kind-of", "pk:structure"]], "forms": ["graph"]}, {"id": "pk:node", "label": "node", "def": "A point in a graph; carries local properties but no obligation to explain itself.", "edges": [["part-of", "pk:graph"]], "forms": ["node"]}, {"id": "pk:edge", "label": "edge", "def": "A connection between two nodes; where meaning actually lives.", "edges": [["part-of", "pk:graph"]], "forms": ["edge"]}, {"id": "pk:ontology", "label": "ontology", "def": "The account of what kinds of things exist and how the kinds relate.", "edges": [["kind-of", "pk:graph"]], "forms": ["ontology"]}, {"id": "pk:taxonomy", "label": "taxonomy", "def": "A classification by kind-of relations; the tree inside the ontology.", "edges": [["kind-of", "pk:ontology"]], "forms": ["taxonomy"]}, {"id": "pk:semantics", "label": "semantics", "def": "What expressions mean, as opposed to how they are written.", "edges": [["about", "pk:meaning"]], "forms": ["semantics"]}, {"id": "pk:meaning", "label": "meaning", "def": "What a thing is, discovered through the edges traceable from it.", "edges": [["about", "pk:connectivity"]], "forms": ["meaning"]}, {"id": "pk:connectivity", "label": "connectivity", "def": "How richly a node is joined to nodes that provide context; confidence grows with it.", "edges": [["part-of", "pk:graph"]], "forms": ["connectivity"]}, {"id": "pk:identifier", "label": "identifier", "def": "A name that picks out one thing; only useful when stable.", "edges": [["part-of", "pk:node"]], "forms": ["identifier"]}, {"id": "pk:hash", "label": "hash", "def": "A content-derived identifier: the same content always yields the same hash.", "edges": [["kind-of", "pk:identifier"]], "forms": ["hash"]}, {"id": "pk:token", "label": "token", "def": "A unit of text with an identity; in the WCLM the identity is its hash.", "edges": [["kind-of", "pk:identifier"], ["part-of", "pk:word"]], "forms": ["token"]}, {"id": "pk:word", "label": "word", "def": "The smallest carrier of meaning in a document; here every word is a token with no vocabulary cap.", "edges": [["part-of", "pk:document"]], "forms": ["word"]}, {"id": "pk:document", "label": "document", "def": "A frozen body of text; the ground truth every graph here is anchored to.", "edges": [["kind-of", "pk:structure"]], "forms": ["document"]}, {"id": "pk:anchor", "label": "anchor", "def": "A verified pointer from a claim to the exact bytes that support it.", "edges": [["part-of", "pk:provenance"]], "forms": ["anchor"]}, {"id": "pk:provenance", "label": "provenance", "def": "Where something came from and the path it took; the etymology of a claim.", "edges": [["about", "pk:document"]], "forms": ["provenance"]}, {"id": "pk:weight", "label": "weight", "def": "A stated numeric formula over graph inputs; here always readable, never fitted.", "edges": [["part-of", "pk:edge"]], "forms": ["weight"]}, {"id": "pk:layer", "label": "layer", "def": "One named transformation in the engine, with declared inputs and outputs.", "edges": [["part-of", "pk:transformer"]], "forms": ["layer"]}, {"id": "pk:transformer", "label": "transformer", "def": "A stack of layers that turns a prompt into an answer; here every layer is deterministic.", "edges": [["kind-of", "pk:structure"]], "forms": ["transformer"]}, {"id": "pk:attention", "label": "attention", "def": "Which tokens look at which, and how hard; here co-occurrence and binding made visible.", "edges": [["part-of", "pk:transformer"]], "forms": ["attention"]}, {"id": "pk:abstraction", "label": "abstraction", "def": "A level above the detail where the real connections appear.", "edges": [["kind-of", "pk:structure"]], "forms": ["abstraction"]}, {"id": "pk:primitive", "label": "primitive", "def": "A building block other things are defined in terms of.", "edges": [["part-of", "pk:abstraction"]], "forms": ["primitive"]}, {"id": "pk:principle", "label": "principle", "def": "A rule that survives across cases; heavier than any single example.", "edges": [["kind-of", "pk:abstraction"]], "forms": ["principle"]}, {"id": "pk:task", "label": "task", "def": "A unit of work with a done-state; the atom of a workflow.", "edges": [["part-of", "pk:workflow"]], "forms": ["task"]}, {"id": "pk:workflow", "label": "workflow", "def": "Tasks joined by order and condition; development runs on these.", "edges": [["part-of", "pk:development"]], "forms": ["workflow"]}, {"id": "pk:development", "label": "development", "def": "The whole practice of building software: designing, writing, testing, shipping.", "forms": ["development"]}, {"id": "pk:qa", "label": "qa", "def": "Quality assurance: the checking half of building; not a random word.", "edges": [["part-of", "pk:development"]], "forms": ["qa"]}, {"id": "pk:testing", "label": "testing", "def": "Executable doubt: running the work to see whether it holds.", "edges": [["part-of", "pk:qa"]], "forms": ["testing"]}, {"id": "pk:versioning", "label": "versioning", "def": "Keeping every state of a thing addressable, so change becomes data.", "edges": [["part-of", "pk:version-file-system"]], "forms": ["versioning"]}, {"id": "pk:version-file-system", "label": "version file system", "def": "A filesystem where history is first-class; the ground issues-fs stands on.", "edges": [["kind-of", "pk:filesystem"]], "forms": ["version", "file", "system"]}, {"id": "pk:filesystem", "label": "filesystem", "def": "Named content in named places; the oldest graph most people use.", "edges": [["kind-of", "pk:structure"]], "forms": ["filesystem"]}, {"id": "pk:issues-fs", "label": "issues-fs", "def": "The ecosystem the pilot document founds: issues as files, meaning through connectivity.", "edges": [["kind-of", "pk:version-file-system"], ["about", "pk:graph"]], "forms": ["issues-fs"]}, {"id": "pk:claim", "label": "claim", "def": "A statement a document makes, anchored to its bytes; judged elsewhere.", "edges": [["part-of", "pk:document"], ["about", "pk:provenance"]], "forms": ["claim"]}, {"id": "pk:concept", "label": "concept", "def": "A named idea a document uses; defined by its connections, not its label.", "edges": [["part-of", "pk:document"], ["about", "pk:meaning"]], "forms": ["concept"]}, {"id": "pk:example", "label": "example", "def": "A concrete case that demonstrates a claim; where abstractions touch ground.", "edges": [["part-of", "pk:document"]], "forms": ["example"]}]}, "senses": {"graph": [{"key": "doc", "label": "the network graph", "domain": "this document", "def": "Nodes joined by edges; meaning through connectivity. The sense reached through this document's own connections: graph connects to network, to nodes and edges, to mathematics, to the fractal principle."}, {"key": "chart", "label": "a chart of data", "domain": "business reporting", "def": "Bars, lines and axes drawn from numbers: 'the sales graph is up'. No nodes, no edges — a picture of quantities, not of connections."}, {"key": "plot", "label": "the graph of a function", "domain": "school mathematics", "def": "The curve of y = f(x) drawn on axes. A set of points satisfying an equation — connectivity plays no part."}, {"key": "paper", "label": "graph paper", "domain": "stationery", "def": "The printed square grid you draw on. The word names the ruled page itself, not anything drawn upon it."}, {"key": "social", "label": "the social graph", "domain": "social platforms", "def": "Who follows whom, who is friends with whom. The closest industry sense to this document's: it IS a network graph, wearing a product name."}], "node": [{"key": "doc", "label": "a point in a graph", "domain": "this document", "def": "A thing that exists by being connected: a node holds edges, and what it means emerges from what those edges reach."}, {"key": "runtime", "label": "Node.js, the runtime", "domain": "software tooling", "def": "The JavaScript runtime ('does it run on Node?'). A product name, no relation to graph structure."}, {"key": "lymph", "label": "a lymph node", "domain": "medicine", "def": "A small gland of the immune system. In a clinic, 'swollen nodes' has nothing to do with edges."}, {"key": "stem", "label": "a stem node", "domain": "botany", "def": "The joint on a plant stem where a leaf or branch grows. Gardeners cut just above one."}, {"key": "host", "label": "a machine on the network", "domain": "IT operations", "def": "Any device with an address: a server, a switch, a sensor. Nearer to this document's sense — the machines really are vertices of a network — but the word names hardware, not structure."}], "fractal": [{"key": "doc", "label": "the fractal principle", "domain": "this document", "def": "The same structural pattern — nodes with edges, meaning through connectivity — repeating at every level of zoom: a graph of graphs, every scope defining its own vocabulary."}, {"key": "math", "label": "a self-similar set", "domain": "mathematics", "def": "Mandelbrot and Koch: a set whose parts resemble the whole at every magnification, with fractional dimension."}, {"key": "art", "label": "fractal art", "domain": "digital art", "def": "Images rendered from iterating those sets: posters, album covers, screen savers."}, {"key": "antenna", "label": "a fractal antenna", "domain": "radio engineering", "def": "A self-similar conductor shape that packs a long electrical length into a small space; in phones and RFID tags."}, {"key": "figurative", "label": "endlessly nested (figurative)", "domain": "everyday speech", "def": "'The problem is fractal': every part turns out to have parts. Borrowed imagery, no geometry claimed."}], "task": [{"key": "doc", "label": "a node someone called Task", "domain": "this document", "def": "The document's own example: an issue labelled 'Task' is just a node — only its edges to a definition say what a Task is, and that definition changes with culture and context."}, {"key": "pm", "label": "a unit of work", "domain": "project management", "def": "Something with an owner, an estimate and a due date, living on a board between 'to do' and 'done'."}, {"key": "os", "label": "a running process", "domain": "operating systems", "def": "A scheduled unit of execution: the task manager, a task switch, kill the task."}, {"key": "chore", "label": "a household chore", "domain": "everyday speech", "def": "Something on the list for the weekend. No board, no scheduler — just the oldest sense of the word."}]}, "analogies": {"finance": {"label": "somebody from finance", "maps": [{"for": "graphs-of-graphs", "say": "spreadsheets of spreadsheets", "why": "finance nests workbooks inside workbooks inside consolidation packs — the same structure at every zoom, and everyone in the room has lived it"}, {"for": "node", "say": "a cell with a name", "why": "a named cell means nothing alone; its formula references — what it reads, what reads it — are what make it matter"}, {"for": "meaning-through-connectivity", "say": "the consolidation trail", "why": "a number in the group accounts IS its roll-up: subsidiary lines, eliminations, adjustments — remove the trail and the number is just ink"}, {"for": "anchor-node", "say": "the chart of accounts", "why": "the shared reference everyone maps their local codes to, so two subsidiaries can disagree locally and still consolidate"}, {"for": "fractal-principle", "say": "the audit working-paper hierarchy", "why": "every working paper can open into schedules with their own working papers — the same review structure repeats at every level"}, {"for": "cross-graph-edge", "say": "an intercompany reconciliation", "why": "an explicit, checkable link between two entities' books — the connection is real only when both sides carry it"}]}, "operations": {"label": "somebody from operations", "maps": [{"for": "graphs-of-graphs", "say": "runbooks that call runbooks", "why": "an incident runbook steps into service runbooks that step into host procedures — nested procedures with the same shape at every level"}, {"for": "node", "say": "a host behind a service name", "why": "the box matters only through what routes to it and what it depends on; an unplugged host with no traffic is inventory, not infrastructure"}, {"for": "meaning-through-connectivity", "say": "the dependency map", "why": "what a service IS operationally is what it calls and what calls it — the map, not the name, tells you the blast radius"}, {"for": "anchor-node", "say": "the service catalogue entry", "why": "the agreed reference record every team points at, so local naming can vary without losing the thread"}, {"for": "confidence-spectrum", "say": "alert severity levels", "why": "operations never pretends binary certainty: a page, a warning and an info line are graded confidence, and the grade is part of the signal"}]}, "medicine": {"label": "somebody from medicine", "maps": [{"for": "graphs-of-graphs", "say": "systems within systems", "why": "a body is systems of organs of tissues of cells — clinicians reason at every level and switch zoom mid-sentence"}, {"for": "node", "say": "a symptom on its own", "why": "a symptom means almost nothing in isolation; its connections — history, comorbidities, findings — are the diagnosis"}, {"for": "meaning-through-connectivity", "say": "the differential diagnosis", "why": "meaning emerges by tracing what connects to what: the same fever means different things on different evidence trails"}, {"for": "anchor-node", "say": "the ICD code", "why": "the shared classification everyone maps their local shorthand to, so two hospitals can exchange a diagnosis and mean the same thing"}, {"for": "honest-uncertainty", "say": "the provisional diagnosis", "why": "medicine records what it does not yet know as a first-class state — 'query appendicitis' is honest, actionable uncertainty"}]}}}