Triple

T19469054
Position Surface form Disambiguated ID Type / Status
Subject Government Auditing Standards E487075 entity
Predicate alsoKnownAs P39 FINISHED
Object GAO Yellow Book
The GAO Yellow Book is the U.S. Government Accountability Office’s authoritative set of professional standards and guidance for conducting audits of government organizations, programs, activities, and functions.
E1377496 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: GAO Yellow Book | Statement: [Government Auditing Standards, alsoKnownAs, GAO Yellow Book]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GAO Yellow Book
Context triple: [Government Auditing Standards, alsoKnownAs, GAO Yellow Book]
  • A. GSA Acquisition Regulation
    The GSA Acquisition Regulation is a supplement to the Federal Acquisition Regulation that provides agency-specific policies and procedures governing how the U.S. General Services Administration conducts its procurement and contracting activities.
  • B. Homeland Security Acquisition Manual
    The Homeland Security Acquisition Manual is the U.S. Department of Homeland Security’s internal guidance document that details policies and procedures for planning, awarding, and managing the department’s procurements and contracts.
  • C. NIST Special Publication 500 series
    The NIST Special Publication 500 series is a collection of technical reports from the National Institute of Standards and Technology focused primarily on computer systems, information technology, and related standards and research.
  • D. NIST SP 800 series
    The NIST SP 800 series is a collection of special publications from the U.S. National Institute of Standards and Technology that provide guidelines, recommendations, and technical specifications for information security and risk management.
  • E. NIST SP 500-299
    NIST SP 500-299 is a National Institute of Standards and Technology special publication that provides technical guidance and standards-related information in the information technology domain.
  • 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: GAO Yellow Book
Triple: [Government Auditing Standards, alsoKnownAs, GAO Yellow Book]
Generated description
The GAO Yellow Book is the U.S. Government Accountability Office’s authoritative set of professional standards and guidance for conducting audits of government organizations, programs, activities, and functions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GAO Yellow Book
Target entity description: The GAO Yellow Book is the U.S. Government Accountability Office’s authoritative set of professional standards and guidance for conducting audits of government organizations, programs, activities, and functions.
  • A. GSA Acquisition Regulation
    The GSA Acquisition Regulation is a supplement to the Federal Acquisition Regulation that provides agency-specific policies and procedures governing how the U.S. General Services Administration conducts its procurement and contracting activities.
  • B. Homeland Security Acquisition Manual
    The Homeland Security Acquisition Manual is the U.S. Department of Homeland Security’s internal guidance document that details policies and procedures for planning, awarding, and managing the department’s procurements and contracts.
  • C. NIST Special Publication 500 series
    The NIST Special Publication 500 series is a collection of technical reports from the National Institute of Standards and Technology focused primarily on computer systems, information technology, and related standards and research.
  • D. NIST SP 800 series
    The NIST SP 800 series is a collection of special publications from the U.S. National Institute of Standards and Technology that provide guidelines, recommendations, and technical specifications for information security and risk management.
  • E. NIST SP 500-299
    NIST SP 500-299 is a National Institute of Standards and Technology special publication that provides technical guidance and standards-related information in the information technology domain.
  • 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_69d8e8d86d608190bd199a98d0297f27 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e633e6fd988190b79be580b65746fe completed April 20, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a073b41f34c8190abc737a01bc09973 completed May 15, 2026, 3:26 p.m.
NEDg Description generation batch_6a073bd8fd108190b4aa79dcdf3c2758 completed May 15, 2026, 3:29 p.m.
NED2 Entity disambiguation (via description) batch_6a073c574c808190b2ae6df5477c27bb completed May 15, 2026, 3:31 p.m.
Created at: April 10, 2026, 1:39 p.m.