Triple

T10180002
Position Surface form Disambiguated ID Type / Status
Subject Israel Defense Forces E235959 entity
Predicate hasBranch P35 FINISHED
Object Manpower Directorate
The Manpower Directorate is the Israel Defense Forces’ central authority responsible for managing personnel, conscription, human resources, and welfare for military service members.
E846308 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: Manpower Directorate | Statement: [Israel Defense Forces, hasBranch, Manpower Directorate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manpower Directorate
Context triple: [Israel Defense Forces, hasBranch, Manpower Directorate]
  • A. 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.
  • B. Office of Defense Mobilization
    The Office of Defense Mobilization was a U.S. federal agency created during the early Cold War to coordinate industrial and economic resources for national defense and emergency preparedness.
  • C. Directorate of Personnel
    The Directorate of Personnel is the branch of the British Army responsible for managing personnel policy, administration, and human resources across the service.
  • D. Materials and Manufacturing Directorate
    The Materials and Manufacturing Directorate is a research and development organization within the U.S. Air Force that focuses on advancing materials science and manufacturing technologies to enhance aerospace and defense capabilities.
  • E. Reserve Personnel Management Directorate
    The Reserve Personnel Management Directorate is a division of the U.S. Army responsible for overseeing human resources and personnel management for Army Reserve soldiers.
  • 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: Manpower Directorate
Triple: [Israel Defense Forces, hasBranch, Manpower Directorate]
Generated description
The Manpower Directorate is the Israel Defense Forces’ central authority responsible for managing personnel, conscription, human resources, and welfare for military service members.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manpower Directorate
Target entity description: The Manpower Directorate is the Israel Defense Forces’ central authority responsible for managing personnel, conscription, human resources, and welfare for military service members.
  • A. 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.
  • B. Office of Defense Mobilization
    The Office of Defense Mobilization was a U.S. federal agency created during the early Cold War to coordinate industrial and economic resources for national defense and emergency preparedness.
  • C. Directorate of Personnel
    The Directorate of Personnel is the branch of the British Army responsible for managing personnel policy, administration, and human resources across the service.
  • D. Materials and Manufacturing Directorate
    The Materials and Manufacturing Directorate is a research and development organization within the U.S. Air Force that focuses on advancing materials science and manufacturing technologies to enhance aerospace and defense capabilities.
  • E. Reserve Personnel Management Directorate
    The Reserve Personnel Management Directorate is a division of the U.S. Army responsible for overseeing human resources and personnel management for Army Reserve soldiers.
  • 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_69ca84d1d5f88190ab878a1021ecff68 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdecd7ed608190bfdec8b61cc99205 completed April 2, 2026, 4:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d301373a008190b8d39a8db4167e4f completed April 6, 2026, 12:41 a.m.
NEDg Description generation batch_69d3028994fc81908507449a10e7e093 completed April 6, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69d3031ed1e88190b9906338285a6e46 completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:11 p.m.