Triple

T18370832
Position Surface form Disambiguated ID Type / Status
Subject California State Auditor E446175 entity
Predicate hasProgram P178 FINISHED
Object High‑Risk Audit Program
The High‑Risk Audit Program is a California State Auditor initiative that identifies and scrutinizes state agencies and programs vulnerable to mismanagement, inefficiency, or other serious risks to ensure accountability and improve government performance.
E1320778 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: High‑Risk Audit Program | Statement: [California State Auditor, hasProgram, High‑Risk Audit Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: High‑Risk Audit Program
Context triple: [California State Auditor, hasProgram, High‑Risk Audit Program]
  • A. Production Accounting and Auditing System
    The Production Accounting and Auditing System is a federal information system used to track, reconcile, and audit production and revenue data from natural resource extraction on public and tribal lands.
  • B. Federal Risk and Authorization Management Program
    The Federal Risk and Authorization Management Program (FedRAMP) is a U.S. government-wide framework that standardizes security assessment, authorization, and continuous monitoring for cloud products and services used by federal agencies.
  • C. Act on the Audit of State Activities
    The Act on the Audit of State Activities is the Swedish law that defines the mandate, powers, and responsibilities of the Swedish National Audit Office in scrutinizing the use of public funds and the activities of the central government.
  • D. IATA Operational Safety Audit
    The IATA Operational Safety Audit (IOSA) is a globally recognized evaluation system that assesses the operational management and control systems of airlines to ensure they meet internationally accepted safety standards.
  • E. Centre for Collaboration with Audit Networks
    The Centre for Collaboration with Audit Networks is a specialized unit within the Norwegian Institute of Public Health that supports and coordinates quality improvement and audit initiatives across healthcare networks.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: High‑Risk Audit Program
Triple: [California State Auditor, hasProgram, High‑Risk Audit Program]
Generated description
The High‑Risk Audit Program is a California State Auditor initiative that identifies and scrutinizes state agencies and programs vulnerable to mismanagement, inefficiency, or other serious risks to ensure accountability and improve government performance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: High‑Risk Audit Program
Target entity description: The High‑Risk Audit Program is a California State Auditor initiative that identifies and scrutinizes state agencies and programs vulnerable to mismanagement, inefficiency, or other serious risks to ensure accountability and improve government performance.
  • A. Production Accounting and Auditing System
    The Production Accounting and Auditing System is a federal information system used to track, reconcile, and audit production and revenue data from natural resource extraction on public and tribal lands.
  • B. Federal Risk and Authorization Management Program
    The Federal Risk and Authorization Management Program (FedRAMP) is a U.S. government-wide framework that standardizes security assessment, authorization, and continuous monitoring for cloud products and services used by federal agencies.
  • C. Act on the Audit of State Activities
    The Act on the Audit of State Activities is the Swedish law that defines the mandate, powers, and responsibilities of the Swedish National Audit Office in scrutinizing the use of public funds and the activities of the central government.
  • D. IATA Operational Safety Audit
    The IATA Operational Safety Audit (IOSA) is a globally recognized evaluation system that assesses the operational management and control systems of airlines to ensure they meet internationally accepted safety standards.
  • E. Centre for Collaboration with Audit Networks
    The Centre for Collaboration with Audit Networks is a specialized unit within the Norwegian Institute of Public Health that supports and coordinates quality improvement and audit initiatives across healthcare networks.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e5175324e48190a00572e15423feb7 completed April 19, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d77869e48190a7221d97c99dd2fd completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d831538881908117b180f6cb16da completed May 13, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_6a03d8b2a8208190a3c346db913cf58c completed May 13, 2026, 1:49 a.m.
Created at: April 10, 2026, 10:44 a.m.