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.