Independent use will determine whether Semantica’s open-source knowledge graph provides sufficiently reliable lineage and provenance to audit AI decisions in practical workflows.
state: expiredheat: lowuncertainty: highconvergesscott: mediumknowledge-graphs ai-auditability decision-provenanceSemantica AGI
What is this?
Semantica AGI has released Semantica, an MIT-licensed open-source framework for building knowledge-graph infrastructure around AI systems. Its materials describe deterministic graph reasoning, structured context and decision records, per-fact provenance using W3C PROV-O, exportable audit trails, and support for multiple graph-storage backends, with applications to agent workflows and RAG. The supplied evidence establishes the project’s design and auditability claims, but provides no independent production evaluation showing that its lineage remains complete or reliable in practical workflows.
Why it matters to Scott
Semantica independently implements Scott’s provenance-by-construction position: decision records, fact-level lineage, deterministic reasoning and exportable audit trails closely align with Cognitive Provenance and Provenance-Coupled Work, while directly overlapping his dev-wiki evidence engine. Its open-source implementation creates a practical comparison or integration opportunity, but without independent production evaluation it does not yet validate or materially challenge Scott’s architecture.
ip:concept.cognitive-provenanceip:framework.provenance-coupled-workip:concept.auditabilitydev:project.dev-wikiradar:isnad-claim-provenance-agent-systemsradar:concept.knowledge-systemsradar:concept.agent-observability
queries asked of Scott's wikis
- knowledge-graph lineage for agent decisions
- decision provenance and AI audit trails
- deterministic reasoning around probabilistic agents
- agent memory as queryable knowledge graphs
- W3C PROV-O and evidence traceability
- auditable RAG source and reasoning paths
Measured heat
no measured readings yet — the hourly heat pass fills this in
How the heat travelled
no chain yet — the hourly chain pass fills this in
Evidence (2) — ⭐ canonical anchor
Interpretation history
2026-08-16T05:27:04Z
The launch did not develop into a visible adoption or evaluation episode; the slight engagement increase adds no substantive validation. The active window has faded, though concrete independent use could justify reopening the subject later.
2026-08-14T04:26:51Z
Re-observation adds no independent use, implementation evidence, or evaluation of provenance reliability; the case remains a relevant but unvalidated first-party release.
2026-08-14T04:25:50Z
grounded: converges/medium — Semantica independently implements Scott’s provenance-by-construction position: decision records, fact-level lineage, deterministic reasoning and exportable aud
2026-08-14T04:23:12Z
case created — The linked first-party repository is a concrete, relevant release for auditable AI provenance, but it currently has only one low-engagement observation.
Decision trace
- 08-16 15:27expireThe launch did not develop into a visible adoption or evaluation episode; the slight engagement increase adds no substantive validation. The active window has faded, though concrete independent use co
- 08-16 15:27alert_silentOnly a trivial engagement change occurred, with no independent implementation, evaluation, or production evidence; there is no consequential new delta to interrupt Scott or hold for imminent confirmat
- 08-16 15:27alert_routeOnly a trivial engagement change occurred, with no independent implementation, evaluation, or production evidence; there is no consequential new delta to interrupt Scott or hold for imminent confirmat
- 08-14 14:26repriceRe-observation adds no independent use, implementation evidence, or evaluation of provenance reliability; the case remains a relevant but unvalidated first-party release.
- 08-14 14:26alert_silentNothing consequential changed beyond an unchanged re-observation, so the existing release can wait for routine briefing or evidence of independent adoption.
- 08-14 14:26alert_routeNothing consequential changed beyond an unchanged re-observation, so the existing release can wait for routine briefing or evidence of independent adoption.
- 08-14 14:26alert_silentThe repository’s existence is relevant to Scott’s provenance work, but the visible evidence establishes only a lightly described open-source project, with no release details, implementation artifact s
- 08-14 14:26surface_candidateThe repository’s existence is relevant to Scott’s provenance work, but the visible evidence establishes only a lightly described open-source project, with no release details, implementation artifact s
- 08-14 14:26alert_routeThe repository’s existence is relevant to Scott’s provenance work, but the visible evidence establishes only a lightly described open-source project, with no release details, implementation artifact s
- 08-14 14:25groundSemantica independently implements Scott’s provenance-by-construction position: decision records, fact-level lineage, deterministic reasoning and exportable audit trails closely align with Cognitive P
- 08-14 14:23createThe linked first-party repository is a concrete, relevant release for auditable AI provenance, but it currently has only one low-engagement observation.