Triple

T8131703
Position Surface form Disambiguated ID Type / Status
Subject Picatinny Arsenal E189866 entity
Predicate hosts P186 FINISHED
Object Program Executive Office Ammunition
Program Executive Office Ammunition is a U.S. Army organization responsible for managing the life-cycle development, procurement, and fielding of conventional ammunition for military forces.
E713982 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 Ammunition | Statement: [Picatinny Arsenal, hosts, Program Executive Office Ammunition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Program Executive Office Ammunition
Context triple: [Picatinny Arsenal, hosts, Program Executive Office Ammunition]
  • A. 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.
  • B. Program Executive Office Missiles and Space
    Program Executive Office Missiles and Space is a U.S. Army acquisition organization responsible for developing, procuring, and sustaining missile and space-related defense systems.
  • C. Office of Production Management
    The Office of Production Management was a U.S. World War II-era agency responsible for coordinating and directing industrial production for national defense.
  • D. Armaments Bureau
    The Armaments Bureau is a military agency of Taiwan responsible for the research, development, production, and procurement of weapons and defense equipment for the Republic of China Armed Forces.
  • E. United States Army Joint Munitions Command
    The United States Army Joint Munitions Command is a major Army organization responsible for managing the production, storage, distribution, and demilitarization of conventional munitions across the U.S. military.
  • 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 Ammunition
Triple: [Picatinny Arsenal, hosts, Program Executive Office Ammunition]
Generated description
Program Executive Office Ammunition is a U.S. Army organization responsible for managing the life-cycle development, procurement, and fielding of conventional ammunition for military forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Program Executive Office Ammunition
Target entity description: Program Executive Office Ammunition is a U.S. Army organization responsible for managing the life-cycle development, procurement, and fielding of conventional ammunition for military forces.
  • A. 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.
  • B. Program Executive Office Missiles and Space
    Program Executive Office Missiles and Space is a U.S. Army acquisition organization responsible for developing, procuring, and sustaining missile and space-related defense systems.
  • C. Office of Production Management
    The Office of Production Management was a U.S. World War II-era agency responsible for coordinating and directing industrial production for national defense.
  • D. Armaments Bureau
    The Armaments Bureau is a military agency of Taiwan responsible for the research, development, production, and procurement of weapons and defense equipment for the Republic of China Armed Forces.
  • E. United States Army Joint Munitions Command
    The United States Army Joint Munitions Command is a major Army organization responsible for managing the production, storage, distribution, and demilitarization of conventional munitions across the U.S. military.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43b96cd481908c0679050c35d83f completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc9482113881909439c9e43fbc933f completed April 1, 2026, 3:44 a.m.
NEDg Description generation batch_69cc95c0b19881908521cce5ac0fe197 completed April 1, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69cc970698f88190a0869515904e50e3 completed April 1, 2026, 3:54 a.m.
Created at: March 30, 2026, 5:34 p.m.