Triple

T5739784
Position Surface form Disambiguated ID Type / Status
Subject Department of Economic Affairs E126584 entity
Predicate employer P7 FINISHED
Object Indian Economic Service officers
Indian Economic Service officers are specialized government economists in India who formulate, analyze, and advise on the country’s economic and financial policies across various ministries and departments.
E126579 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: Indian Economic Service officers | Statement: [Department of Economic Affairs, employer, Indian Economic Service officers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Indian Economic Service officers
Context triple: [Department of Economic Affairs, employer, Indian Economic Service officers]
  • A. Indian Political Service
    The Indian Political Service was a specialized cadre of British Indian administration responsible for managing relations with princely states and frontier regions during the British Raj.
  • B. Indian Administrative Service
    The Indian Administrative Service is India’s premier civil service, whose officers hold key administrative and policy-making positions at the Union, state, and district levels.
  • C. Indian Economic Service and Indian Statistical Service Examination
    The Indian Economic Service and Indian Statistical Service Examination is a national-level competitive exam in India that recruits specialist officers in economics and statistics for various government ministries and departments.
  • D. All India Services
    All India Services is a group of elite civil services in India whose officers are recruited centrally but serve both the central and state governments, including cadres like the Indian Administrative Service, Indian Police Service, and Indian Forest Service.
  • E. Indian Statistical Service
    The Indian Statistical Service is a specialized civil service of the Government of India responsible for formulating, implementing, and advising on statistical policies and data-driven decision-making across ministries and departments.
  • 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: Indian Economic Service officers
Triple: [Department of Economic Affairs, employer, Indian Economic Service officers]
Generated description
Indian Economic Service officers are specialized government economists in India who formulate, analyze, and advise on the country’s economic and financial policies across various ministries and departments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Indian Economic Service officers
Target entity description: Indian Economic Service officers are specialized government economists in India who formulate, analyze, and advise on the country’s economic and financial policies across various ministries and departments.
  • A. Indian Political Service
    The Indian Political Service was a specialized cadre of British Indian administration responsible for managing relations with princely states and frontier regions during the British Raj.
  • B. Indian Administrative Service
    The Indian Administrative Service is India’s premier civil service, whose officers hold key administrative and policy-making positions at the Union, state, and district levels.
  • C. Indian Economic Service and Indian Statistical Service Examination chosen
    The Indian Economic Service and Indian Statistical Service Examination is a national-level competitive exam in India that recruits specialist officers in economics and statistics for various government ministries and departments.
  • D. All India Services
    All India Services is a group of elite civil services in India whose officers are recruited centrally but serve both the central and state governments, including cadres like the Indian Administrative Service, Indian Police Service, and Indian Forest Service.
  • E. Indian Statistical Service
    The Indian Statistical Service is a specialized civil service of the Government of India responsible for formulating, implementing, and advising on statistical policies and data-driven decision-making across ministries and departments.
  • F. None of above.

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_69c0083179548190b384b0bf3c08ca4d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0255f302c819094f97b4defeded07 completed March 22, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a16436588190943a0b81ea9429d9 completed March 23, 2026, 2:11 a.m.
NEDg Description generation batch_69c0a210d9788190b3a40e8ec2f2c6b6 completed March 23, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2afcef88190a77c8089a1b85393 completed March 23, 2026, 2:17 a.m.
Created at: March 22, 2026, 3:48 p.m.