Triple

T11284496
Position Surface form Disambiguated ID Type / Status
Subject Defense Contract Management Agency E267150 entity
Predicate collaboratesWith P37 FINISHED
Object Defense Contract Audit Agency
The Defense Contract Audit Agency is a U.S. Department of Defense agency responsible for providing independent auditing and financial advisory services on defense contracts to ensure taxpayer funds are used efficiently and in compliance with regulations.
E915400 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: Defense Contract Audit Agency | Statement: [Defense Contract Management Agency, collaboratesWith, Defense Contract Audit Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Defense Contract Audit Agency
Context triple: [Defense Contract Management Agency, collaboratesWith, Defense Contract Audit Agency]
  • A. Defense Contract Management Agency
    The Defense Contract Management Agency is a U.S. Department of Defense agency responsible for overseeing and ensuring that defense contractors meet cost, schedule, and performance requirements for military procurement contracts.
  • B. Department of Defense Inspector General
    The Department of Defense Inspector General is an independent oversight office within the U.S. Department of Defense responsible for auditing, investigating, and promoting efficiency and accountability across military and defense operations.
  • C. Government Internal Audit Agency
    The Government Internal Audit Agency is a UK central government body that provides independent internal audit and assurance services to government departments and public sector organizations.
  • D. United States Army Audit Agency
    The United States Army Audit Agency is the internal auditing organization of the U.S. Army responsible for providing independent, objective assurance and consulting services to improve the Army’s operations, accountability, and use of resources.
  • E. Bureau of Audit
    The Bureau of Audit is a division within the New York City government responsible for examining and evaluating the financial operations and performance of city agencies and programs.
  • 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: Defense Contract Audit Agency
Triple: [Defense Contract Management Agency, collaboratesWith, Defense Contract Audit Agency]
Generated description
The Defense Contract Audit Agency is a U.S. Department of Defense agency responsible for providing independent auditing and financial advisory services on defense contracts to ensure taxpayer funds are used efficiently and in compliance with regulations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Defense Contract Audit Agency
Target entity description: The Defense Contract Audit Agency is a U.S. Department of Defense agency responsible for providing independent auditing and financial advisory services on defense contracts to ensure taxpayer funds are used efficiently and in compliance with regulations.
  • A. Defense Contract Management Agency
    The Defense Contract Management Agency is a U.S. Department of Defense agency responsible for overseeing and ensuring that defense contractors meet cost, schedule, and performance requirements for military procurement contracts.
  • B. Department of Defense Inspector General
    The Department of Defense Inspector General is an independent oversight office within the U.S. Department of Defense responsible for auditing, investigating, and promoting efficiency and accountability across military and defense operations.
  • C. Government Internal Audit Agency
    The Government Internal Audit Agency is a UK central government body that provides independent internal audit and assurance services to government departments and public sector organizations.
  • D. United States Army Audit Agency
    The United States Army Audit Agency is the internal auditing organization of the U.S. Army responsible for providing independent, objective assurance and consulting services to improve the Army’s operations, accountability, and use of resources.
  • E. Bureau of Audit
    The Bureau of Audit is a division within the New York City government responsible for examining and evaluating the financial operations and performance of city agencies and programs.
  • 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_69d6aac8c2f48190ad0596f1f89f0470 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9855e8881909bd301718cbd8ca1 completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4f471490081909036362c58e1e727 completed April 19, 2026, 3:27 p.m.
NEDg Description generation batch_69e4f95be4b08190bebb2078406cb7ba completed April 19, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff6b7d248190b4dd885280e09a8e completed April 19, 2026, 4:14 p.m.
Created at: April 8, 2026, 9:31 p.m.