GovKM
Execution Provenance and Complete-Evidence Retrieval

The Evidence Was All There. The Retriever Never Reassembled It.

A new agent-memory study provides quantitative evidence that provenance-aware retrieval can recover complete support sets that similarity-based chunking fragments across execution events.
Published:
September 28, 2026
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5
min read
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Records Governance
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Series:
GovKM Research
Continuity process diagram representing evidence distributed across multiple agent execution events that similarity-based chunk retrieval fails to reconstruct into one complete support set.
Expand image

Relevant retrieval can still be incomplete retrieval.

A September 2026 study evaluated 2,000 span-grounded queries drawn from more than 1,200 agent execution trajectories. Under a fixed token budget, provenance-aligned retrieval units substantially improved complete-evidence retrieval compared with flat text windows, especially when the evidence required for one answer spanned multiple execution events.

The continuity failure

Fixed-window retrieval preserved relevant fragments while losing the transformation and event relationships needed to assemble a complete support set.

The GovKM interpretation

Lineage is not merely audit metadata. It can be retrieval structure. A consequential answer requires the evidence relationship, not simply the nearest fragments.

Continuity path: Source / execution events → Evidence / provenance units → Context / complete support set → Decision → Record → Institutional Memory → Future Reuse.

Source

Yiqi Wang et al., “When Does Execution Provenance Help Agent Memory Retrieval?” arXiv, September 22, 2026.

RELATED FRAMEWORK DOMAINS

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FRAMEWORK DOMAIN

Information Continuity

Keep information trustworthy, accessible, and connected regardless of the technology used to create or manage it.

FRAMEWORK DOMAIN

Records Governance

Govern records as authoritative evidence supporting accountability, compliance, and organizational continuity.

RELATED CORE PRINCIPLES

Principles Applied in This Article

Explore the core principles connected to this article.

CORE PRINCIPLE

Grounded Trust

Maintain authority, evidence, provenance, and governance so organizational knowledge remains reliable and explainable.

CORE PRINCIPLE

Contextual Understanding

Preserve the relationships and context that allow organizational knowledge to retain meaning across time and change.

CORE PRINCIPLE

Relationship Governance

Connect and govern information, authority, evidence, context, decisions, actions, records, and institutional memory as one continuity architecture.

RELATED TOPOLOGY ELEMENTS

Follow the Continuity Relationships

Explore the continuity topology elements connected to this article.

CONTINUITY TOPOLOGY

Source

The originating person, system, record, event, or environment from which information enters institutional use.

CONTINUITY TOPOLOGY

Evidence

The verifiable material that supports, qualifies, challenges, or constrains an institutional claim.

CONTINUITY TOPOLOGY

Authority

The institutional standing that determines whether information, interpretation, or action is recognized as valid or permitted.

CONTINUITY TOPOLOGY

Context

The circumstances, relationships, constraints, and meaning required to interpret information correctly for a specific institutional purpose.

CONTINUITY TOPOLOGY

Decision

The governed selection, judgment, or determination made from available evidence, authority, and context.

CONTINUITY TOPOLOGY

Action

The execution, intervention, communication, or operational change performed in response to a decision or authorized objective.

CONTINUITY TOPOLOGY

Record

The durable institutional evidence of information, decisions, actions, transactions, and their governing relationships.

CONTINUITY TOPOLOGY

Institutional Memory

The governed body of retained knowledge and relationships through which an institution can understand and reconstruct its prior experience.

CONTINUITY TOPOLOGY

Future Reuse

The responsible application of preserved institutional knowledge to future analysis, decisions, actions, and learning.

RELATED KNOWLEDGE

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CONTINUE WITH THE FRAMEWORK

Explore the continuity relationships that support trustworthy organizational intelligence.

Continue through the GovKM Framework to examine the doctrine, knowledge, and implementation guidance behind Organizational Continuity.
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