Triple

T3996817
Position Surface form Disambiguated ID Type / Status
Subject Air Force Life Cycle Management Center E87117 entity
Predicate hasPart P35 FINISHED
Object Program Executive Offices
Program Executive Offices are specialized organizational units within the U.S. Air Force responsible for managing the development, acquisition, and sustainment of major weapon systems and programs.
E407300 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 Offices | Statement: [Air Force Life Cycle Management Center, hasPart, Program Executive Offices]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Program Executive Offices
Context triple: [Air Force Life Cycle Management Center, hasPart, Program Executive Offices]
  • A. Joint Program Office
    The Joint Program Office is the U.S.-led multinational acquisition and management organization responsible for developing, procuring, and sustaining the F-35 Lightning II fighter aircraft program.
  • B. Protocol Directorate
    The Protocol Directorate is a specialized unit within the Russian Presidential Administration responsible for organizing and managing the official ceremonies, events, and diplomatic protocol of the presidency.
  • C. Operations Bureau
    The Operations Bureau is the primary division of the Los Angeles County Fire Department responsible for managing and coordinating frontline firefighting, rescue, and emergency response activities.
  • D. Technology Applications Program Office
    The Technology Applications Program Office is a specialized U.S. Army organization responsible for developing, acquiring, and managing advanced aviation technologies and aircraft for special operations forces.
  • E. Directorate for Operations
    The Directorate for Operations is the Defense Intelligence Agency’s primary component responsible for planning and conducting human intelligence collection and related clandestine operations in support of U.S. defense and national security objectives.
  • 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 Offices
Triple: [Air Force Life Cycle Management Center, hasPart, Program Executive Offices]
Generated description
Program Executive Offices are specialized organizational units within the U.S. Air Force responsible for managing the development, acquisition, and sustainment of major weapon systems and programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Program Executive Offices
Target entity description: Program Executive Offices are specialized organizational units within the U.S. Air Force responsible for managing the development, acquisition, and sustainment of major weapon systems and programs.
  • A. Joint Program Office
    The Joint Program Office is the U.S.-led multinational acquisition and management organization responsible for developing, procuring, and sustaining the F-35 Lightning II fighter aircraft program.
  • B. Protocol Directorate
    The Protocol Directorate is a specialized unit within the Russian Presidential Administration responsible for organizing and managing the official ceremonies, events, and diplomatic protocol of the presidency.
  • C. Operations Bureau
    The Operations Bureau is the primary division of the Los Angeles County Fire Department responsible for managing and coordinating frontline firefighting, rescue, and emergency response activities.
  • D. Technology Applications Program Office
    The Technology Applications Program Office is a specialized U.S. Army organization responsible for developing, acquiring, and managing advanced aviation technologies and aircraft for special operations forces.
  • E. Directorate for Operations
    The Directorate for Operations is the Defense Intelligence Agency’s primary component responsible for planning and conducting human intelligence collection and related clandestine operations in support of U.S. defense and national security objectives.
  • 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_69aed94118148190975e6aa4e554cde9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa228d608190b936a86c98c92ef2 completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c54f05c8190b18c2d4839a61b64 completed March 14, 2026, 11:53 a.m.
NEDg Description generation batch_69b54cf3da208190aa844c9ea66354fe completed March 14, 2026, 11:56 a.m.
NED2 Entity disambiguation (via description) batch_69b55159dc288190a63d5f5164b73bbb completed March 14, 2026, 12:15 p.m.
Created at: March 9, 2026, 3:34 p.m.