Triple

T12528077
Position Surface form Disambiguated ID Type / Status
Subject Employment and Training Administration E299489 entity
Predicate formedAs P972 FINISHED
Object Manpower Administration
The Manpower Administration was a former U.S. federal agency responsible for overseeing employment and job training programs before its functions were reorganized under the Employment and Training Administration.
E986166 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 Administration | Statement: [Employment and Training Administration, formedAs, Manpower Administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manpower Administration
Context triple: [Employment and Training Administration, formedAs, Manpower Administration]
  • A. 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.
  • B. Manpower
    Manpower is a 1941 American drama film directed by Raoul Walsh, starring Edward G. Robinson, Marlene Dietrich, and George Raft in a story about rival linemen whose friendship is tested by love and ambition.
  • C. War Manpower Commission
    The War Manpower Commission was a U.S. World War II-era federal agency responsible for mobilizing, allocating, and managing civilian labor and manpower to support the war effort.
  • D. Office of Personnel Management
    The Office of Personnel Management is the U.S. federal agency responsible for managing the government’s civilian workforce, including human resources policy, benefits, and personnel systems.
  • E. ManpowerGroup
    ManpowerGroup is a global workforce solutions and staffing services company that provides recruitment, talent management, and outsourcing services to businesses worldwide.
  • 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 Administration
Triple: [Employment and Training Administration, formedAs, Manpower Administration]
Generated description
The Manpower Administration was a former U.S. federal agency responsible for overseeing employment and job training programs before its functions were reorganized under the Employment and Training Administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manpower Administration
Target entity description: The Manpower Administration was a former U.S. federal agency responsible for overseeing employment and job training programs before its functions were reorganized under the Employment and Training Administration.
  • A. 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.
  • B. Manpower
    Manpower is a 1941 American drama film directed by Raoul Walsh, starring Edward G. Robinson, Marlene Dietrich, and George Raft in a story about rival linemen whose friendship is tested by love and ambition.
  • C. War Manpower Commission
    The War Manpower Commission was a U.S. World War II-era federal agency responsible for mobilizing, allocating, and managing civilian labor and manpower to support the war effort.
  • D. Office of Personnel Management
    The Office of Personnel Management is the U.S. federal agency responsible for managing the government’s civilian workforce, including human resources policy, benefits, and personnel systems.
  • E. ManpowerGroup
    ManpowerGroup is a global workforce solutions and staffing services company that provides recruitment, talent management, and outsourcing services to businesses worldwide.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545e90948190980bd4d64964a0f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc674e881908673e1f9103cc8be completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c7c5d04819094fcbee0a4b5cbb4 completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f64d653b988190b11d061f55ef7192 completed May 2, 2026, 7:15 p.m.
Created at: April 8, 2026, 9:57 p.m.