Triple

T18845018
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Labour and Employment (India) E460892 entity
Predicate hasDivision P35 FINISHED
Object Department of Employment
The Department of Employment is a governmental division in India responsible for employment services, job facilitation, and labor market information under the Ministry of Labour and Employment.
E1346249 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: Department of Employment | Statement: [Ministry of Labour and Employment (India), hasDivision, Department of Employment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Employment
Context triple: [Ministry of Labour and Employment (India), hasDivision, Department of Employment]
  • A. Department of Employment and Workplace Relations
    The Department of Employment and Workplace Relations is an Australian Government agency responsible for national policies and programs related to employment, workplace relations, and labour market services.
  • B. Office of Labor Affairs
    The Office of Labor Affairs is a specialized unit within the U.S. government that handles international labor issues and labor provisions in trade agreements.
  • C. Ministry of Labor
    The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
  • D. Bureau of Local Employment
    The Bureau of Local Employment is a Philippine government agency under the Department of Labor and Employment responsible for formulating and implementing policies and programs that promote local job generation and employment services.
  • E. Consejería de Empleo
    La Consejería de Empleo es el departamento del gobierno autonómico andaluz encargado de diseñar y ejecutar las políticas públicas de trabajo, empleo y relaciones laborales en Andalucía.
  • 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: Department of Employment
Triple: [Ministry of Labour and Employment (India), hasDivision, Department of Employment]
Generated description
The Department of Employment is a governmental division in India responsible for employment services, job facilitation, and labor market information under the Ministry of Labour and Employment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Employment
Target entity description: The Department of Employment is a governmental division in India responsible for employment services, job facilitation, and labor market information under the Ministry of Labour and Employment.
  • A. Department of Employment and Workplace Relations
    The Department of Employment and Workplace Relations is an Australian Government agency responsible for national policies and programs related to employment, workplace relations, and labour market services.
  • B. Office of Labor Affairs
    The Office of Labor Affairs is a specialized unit within the U.S. government that handles international labor issues and labor provisions in trade agreements.
  • C. Ministry of Labor
    The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
  • D. Bureau of Local Employment
    The Bureau of Local Employment is a Philippine government agency under the Department of Labor and Employment responsible for formulating and implementing policies and programs that promote local job generation and employment services.
  • E. Consejería de Empleo
    La Consejería de Empleo es el departamento del gobierno autonómico andaluz encargado de diseñar y ejecutar las políticas públicas de trabajo, empleo y relaciones laborales en Andalucía.
  • 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_69d8dcfa11e4819090ab1ef5bdcd2b2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5b8ed944c81908592f0c34e5727a0 completed April 20, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a056771ae7481909f8ae1ea8a00f559 completed May 14, 2026, 6:10 a.m.
NEDg Description generation batch_6a056f5d7c68819095e8dc260e15a9d9 completed May 14, 2026, 6:44 a.m.
NED2 Entity disambiguation (via description) batch_6a056fddc2f88190b1e57896292fe6af completed May 14, 2026, 6:46 a.m.
Created at: April 10, 2026, 11:56 a.m.