Triple

T6907543
Position Surface form Disambiguated ID Type / Status
Subject Technology Applications Program Office E159848 entity
Predicate worksWith P398 FINISHED
Object Program Executive Office for Aviation
The Program Executive Office for Aviation is a U.S. Army acquisition organization responsible for managing the development, procurement, and sustainment of the Army’s aviation systems and platforms.
E627856 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: Program Executive Office for Aviation | Statement: [Technology Applications Program Office, worksWith, Program Executive Office for Aviation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Program Executive Office for Aviation
Context triple: [Technology Applications Program Office, worksWith, Program Executive Office for Aviation]
  • A. Office of Aviation Analysis
    The Office of Aviation Analysis is a division of the U.S. Department of Transportation responsible for overseeing airline economic regulation and ensuring air service to small and rural communities.
  • B. Deputy Commandant for Aviation
    The Deputy Commandant for Aviation is the senior United States Marine Corps leader responsible for planning, developing, and overseeing all aspects of Marine aviation capabilities and policies.
  • C. Minister of Civil Aviation
    The Minister of Civil Aviation is the senior government official responsible for formulating and overseeing national civil aviation policy, regulation, and administration.
  • D. Presidential and Executive Airlift Directorate
    The Presidential and Executive Airlift Directorate is a U.S. Air Force organization responsible for acquiring and managing specialized aircraft that provide secure, reliable air transportation for the President and other senior national leaders.
  • E. Office of Marine and Aviation Operations
    The Office of Marine and Aviation Operations is the fleet and aviation branch of NOAA, responsible for operating research ships and aircraft that support the agency’s environmental and scientific missions.
  • 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: Program Executive Office for Aviation
Triple: [Technology Applications Program Office, worksWith, Program Executive Office for Aviation]
Generated description
The Program Executive Office for Aviation is a U.S. Army acquisition organization responsible for managing the development, procurement, and sustainment of the Army’s aviation systems and platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Program Executive Office for Aviation
Target entity description: The Program Executive Office for Aviation is a U.S. Army acquisition organization responsible for managing the development, procurement, and sustainment of the Army’s aviation systems and platforms.
  • A. Office of Aviation Analysis
    The Office of Aviation Analysis is a division of the U.S. Department of Transportation responsible for overseeing airline economic regulation and ensuring air service to small and rural communities.
  • B. Deputy Commandant for Aviation
    The Deputy Commandant for Aviation is the senior United States Marine Corps leader responsible for planning, developing, and overseeing all aspects of Marine aviation capabilities and policies.
  • C. Minister of Civil Aviation
    The Minister of Civil Aviation is the senior government official responsible for formulating and overseeing national civil aviation policy, regulation, and administration.
  • D. Presidential and Executive Airlift Directorate
    The Presidential and Executive Airlift Directorate is a U.S. Air Force organization responsible for acquiring and managing specialized aircraft that provide secure, reliable air transportation for the President and other senior national leaders.
  • E. Office of Marine and Aviation Operations
    The Office of Marine and Aviation Operations is the fleet and aviation branch of NOAA, responsible for operating research ships and aircraft that support the agency’s environmental and scientific missions.
  • 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_69c68839ccb88190b4aa5cc1aca3448f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9bd7b3c8190842eb83679c322d5 completed March 27, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c74901aee08190a5e132200fd58c05 completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c74ab850c4819082cd229796176ff0 completed March 28, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69c74b5d391481909273e62259732ef2 completed March 28, 2026, 3:30 a.m.
Created at: March 27, 2026, 2:25 p.m.