Triple

T4748534
Position Surface form Disambiguated ID Type / Status
Subject United States Army Criminal Investigation Division E105420 entity
Predicate cooperatesWith P435 FINISHED
Object Air Force Office of Special Investigations
The Air Force Office of Special Investigations is the U.S. Air Force’s federal law enforcement and counterintelligence agency responsible for investigating serious crimes, fraud, and threats to national security involving Air Force personnel and operations.
E471016 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: Air Force Office of Special Investigations | Statement: [United States Army Criminal Investigation Division, cooperatesWith, Air Force Office of Special Investigations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Air Force Office of Special Investigations
Context triple: [United States Army Criminal Investigation Division, cooperatesWith, Air Force Office of Special Investigations]
  • A. United States Army Criminal Investigation Division
    The United States Army Criminal Investigation Division is the Army’s primary law enforcement and investigative agency responsible for conducting felony criminal investigations involving Army personnel and property worldwide.
  • B. Office of Investigations
    The Office of Investigations is the U.S. Secret Service division responsible for conducting criminal investigations, including financial crimes, cybercrime, and threats against protectees.
  • C. Office of Investigations
    The Office of Investigations is a division within the U.S. Department of Labor’s Office of Inspector General responsible for conducting criminal, civil, and administrative investigations into fraud, waste, and abuse affecting the department’s programs and operations.
  • D. Office of Investigations
    The Office of Investigations is the law enforcement and investigative arm of the Treasury Inspector General for Tax Administration, responsible for probing fraud, waste, abuse, and misconduct related to IRS programs and personnel.
  • E. Federal Air Marshal Service
    The Federal Air Marshal Service is a U.S. law enforcement agency that deploys armed, undercover officers on commercial flights and in airports to detect, deter, and defeat hostile acts against civil aviation.
  • 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: Air Force Office of Special Investigations
Triple: [United States Army Criminal Investigation Division, cooperatesWith, Air Force Office of Special Investigations]
Generated description
The Air Force Office of Special Investigations is the U.S. Air Force’s federal law enforcement and counterintelligence agency responsible for investigating serious crimes, fraud, and threats to national security involving Air Force personnel and operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Air Force Office of Special Investigations
Target entity description: The Air Force Office of Special Investigations is the U.S. Air Force’s federal law enforcement and counterintelligence agency responsible for investigating serious crimes, fraud, and threats to national security involving Air Force personnel and operations.
  • A. United States Army Criminal Investigation Division
    The United States Army Criminal Investigation Division is the Army’s primary law enforcement and investigative agency responsible for conducting felony criminal investigations involving Army personnel and property worldwide.
  • B. Office of Investigations
    The Office of Investigations is the U.S. Secret Service division responsible for conducting criminal investigations, including financial crimes, cybercrime, and threats against protectees.
  • C. Office of Investigations
    The Office of Investigations is a division within the U.S. Department of Labor’s Office of Inspector General responsible for conducting criminal, civil, and administrative investigations into fraud, waste, and abuse affecting the department’s programs and operations.
  • D. Office of Investigations
    The Office of Investigations is the law enforcement and investigative arm of the Treasury Inspector General for Tax Administration, responsible for probing fraud, waste, abuse, and misconduct related to IRS programs and personnel.
  • E. Federal Air Marshal Service
    The Federal Air Marshal Service is a U.S. law enforcement agency that deploys armed, undercover officers on commercial flights and in airports to detect, deter, and defeat hostile acts against civil aviation.
  • 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_69bd43f07fa48190954317d01600994a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64c567288190a420e6825ee72822 completed March 20, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4d851fcc8190bb7ae007f8a5ce1d completed March 21, 2026, 7:49 a.m.
NEDg Description generation batch_69be4df820408190822de7b30a15cb9e completed March 21, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69be4e95399c81908d152c7f1485c1e8 completed March 21, 2026, 7:53 a.m.
Created at: March 20, 2026, 1:20 p.m.