Triple

T17879790
Position Surface form Disambiguated ID Type / Status
Subject Enlisted Personnel Management Directorate E447051 entity
Predicate usesSystem P182 FINISHED
Object Army human resources information systems
Army human resources information systems are integrated digital platforms that manage and support personnel records, assignments, and career development for soldiers across the U.S. Army.
E1293194 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: Army human resources information systems | Statement: [Enlisted Personnel Management Directorate, usesSystem, Army human resources information systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army human resources information systems
Context triple: [Enlisted Personnel Management Directorate, usesSystem, Army human resources information systems]
  • A. United States Army Human Resources Command
    The United States Army Human Resources Command is the central Army organization responsible for managing personnel careers, assignments, and awards for soldiers across the U.S. Army.
  • B. Army Personnel Command
    The Army Personnel Command is the Portuguese Army’s central authority responsible for managing military human resources, including recruitment, assignments, promotions, and career development.
  • C. Military Manpower Administration
    The Military Manpower Administration is a South Korean government agency responsible for managing conscription, manpower resources, and related administrative duties for the nation’s armed forces.
  • D. Military Entrance Processing Station
    A Military Entrance Processing Station (MEPS) is a U.S. Department of Defense facility where military applicants undergo medical examinations, aptitude testing, and administrative processing before officially entering the Armed Forces.
  • E. Defense Manpower Data Center
    The Defense Manpower Data Center is a U.S. Department of Defense organization responsible for managing and securing personnel, pay, and benefits data for service members, veterans, and their families.
  • 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: Army human resources information systems
Triple: [Enlisted Personnel Management Directorate, usesSystem, Army human resources information systems]
Generated description
Army human resources information systems are integrated digital platforms that manage and support personnel records, assignments, and career development for soldiers across the U.S. Army.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army human resources information systems
Target entity description: Army human resources information systems are integrated digital platforms that manage and support personnel records, assignments, and career development for soldiers across the U.S. Army.
  • A. United States Army Human Resources Command
    The United States Army Human Resources Command is the central Army organization responsible for managing personnel careers, assignments, and awards for soldiers across the U.S. Army.
  • B. Army Personnel Command
    The Army Personnel Command is the Portuguese Army’s central authority responsible for managing military human resources, including recruitment, assignments, promotions, and career development.
  • C. Military Manpower Administration
    The Military Manpower Administration is a South Korean government agency responsible for managing conscription, manpower resources, and related administrative duties for the nation’s armed forces.
  • D. Military Entrance Processing Station
    A Military Entrance Processing Station (MEPS) is a U.S. Department of Defense facility where military applicants undergo medical examinations, aptitude testing, and administrative processing before officially entering the Armed Forces.
  • E. Defense Manpower Data Center
    The Defense Manpower Data Center is a U.S. Department of Defense organization responsible for managing and securing personnel, pay, and benefits data for service members, veterans, and their families.
  • 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_69d8b9f4c22c819093c2680434472894 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c0d219481909830fc269fc6beb5 completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313d3dba88190a5dd60d1d4ac63f0 completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a0314c062388190807c3a40f3693b89 completed May 12, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a03158595708190bdfa0391a829fbc3 completed May 12, 2026, 11:56 a.m.
Created at: April 10, 2026, 10:18 a.m.