Triple

T4420549
Position Surface form Disambiguated ID Type / Status
Subject Army Headquarters (India) E95086 entity
Predicate hasPart P35 FINISHED
Object Director General of Manpower Planning and Personnel Services
The Director General of Manpower Planning and Personnel Services is a senior Indian Army appointment responsible for overseeing personnel management, human resource planning, and related administrative policies across the force.
E437551 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: Director General of Manpower Planning and Personnel Services | Statement: [Army Headquarters (India), hasPart, Director General of Manpower Planning and Personnel Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Director General of Manpower Planning and Personnel Services
Context triple: [Army Headquarters (India), hasPart, Director General of Manpower Planning and Personnel Services]
  • A. 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.
  • B. Administrator of General Services
    The Administrator of General Services is the head of the U.S. General Services Administration, overseeing federal property management, procurement, and various support services for government agencies.
  • C. Main Personnel Directorate
    The Main Personnel Directorate was the central body within the Soviet Ministry of Defense responsible for managing military human resources, including appointments, promotions, and personnel policy across the armed forces.
  • D. Head of the Civil Service
    The Head of the Civil Service is the most senior civil servant in the United Kingdom, responsible for leading and overseeing the professional civil service across government departments.
  • E. Director General, International Military Staff
    The Director General, International Military Staff is the senior military officer who heads NATO’s International Military Staff and serves as a key advisor and coordinator for the Alliance’s military decision-making.
  • 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: Director General of Manpower Planning and Personnel Services
Triple: [Army Headquarters (India), hasPart, Director General of Manpower Planning and Personnel Services]
Generated description
The Director General of Manpower Planning and Personnel Services is a senior Indian Army appointment responsible for overseeing personnel management, human resource planning, and related administrative policies across the force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Director General of Manpower Planning and Personnel Services
Target entity description: The Director General of Manpower Planning and Personnel Services is a senior Indian Army appointment responsible for overseeing personnel management, human resource planning, and related administrative policies across the force.
  • A. 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.
  • B. Administrator of General Services
    The Administrator of General Services is the head of the U.S. General Services Administration, overseeing federal property management, procurement, and various support services for government agencies.
  • C. Main Personnel Directorate
    The Main Personnel Directorate was the central body within the Soviet Ministry of Defense responsible for managing military human resources, including appointments, promotions, and personnel policy across the armed forces.
  • D. Head of the Civil Service
    The Head of the Civil Service is the most senior civil servant in the United Kingdom, responsible for leading and overseeing the professional civil service across government departments.
  • E. Director General, International Military Staff
    The Director General, International Military Staff is the senior military officer who heads NATO’s International Military Staff and serves as a key advisor and coordinator for the Alliance’s military decision-making.
  • 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_69b3453a36908190b95a79a297ca083c completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35521e020819099e72b9e2ccbd36d completed March 13, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f62715748190abceb14396ad637d completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6d4bb84819081512aec6b49507b completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7887cb08190bf498eefc3627bfa completed March 15, 2026, 12:04 a.m.
Created at: March 12, 2026, 11:30 p.m.