Triple

T4534298
Position Surface form Disambiguated ID Type / Status
Subject Government of Gujarat E106368 entity
Predicate employs P7 FINISHED
Object Gujarat state civil services
Gujarat state civil services comprise the cadre of state-level administrative and allied officers responsible for implementing government policies and managing public administration across Gujarat.
E450679 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: Gujarat state civil services | Statement: [Government of Gujarat, employs, Gujarat state civil services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gujarat state civil services
Context triple: [Government of Gujarat, employs, Gujarat state civil services]
  • A. Uttar Pradesh state civil services
    The Uttar Pradesh state civil services comprise the administrative and executive cadre responsible for implementing government policies, managing public administration, and delivering essential services across the Indian state of Uttar Pradesh.
  • B. Haryana Civil Services
    Haryana Civil Services is the state-level civil service cadre responsible for administering government policies and public administration in the Indian state of Haryana.
  • C. Gujarat Police
    Gujarat Police is the law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring security within the Indian state of Gujarat.
  • D. civil services of India
    The civil services of India comprise the permanent professional branches of the Indian government’s administrative machinery, responsible for implementing policies and running the day-to-day affairs of the state at the central and state levels.
  • E. 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.
  • 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: Gujarat state civil services
Triple: [Government of Gujarat, employs, Gujarat state civil services]
Generated description
Gujarat state civil services comprise the cadre of state-level administrative and allied officers responsible for implementing government policies and managing public administration across Gujarat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gujarat state civil services
Target entity description: Gujarat state civil services comprise the cadre of state-level administrative and allied officers responsible for implementing government policies and managing public administration across Gujarat.
  • A. Uttar Pradesh state civil services
    The Uttar Pradesh state civil services comprise the administrative and executive cadre responsible for implementing government policies, managing public administration, and delivering essential services across the Indian state of Uttar Pradesh.
  • B. Haryana Civil Services
    Haryana Civil Services is the state-level civil service cadre responsible for administering government policies and public administration in the Indian state of Haryana.
  • C. Gujarat Police
    Gujarat Police is the law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring security within the Indian state of Gujarat.
  • D. civil services of India
    The civil services of India comprise the permanent professional branches of the Indian government’s administrative machinery, responsible for implementing policies and running the day-to-day affairs of the state at the central and state levels.
  • E. 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.
  • 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_69bd43f3d6e08190a91824f833d51bbe completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57a2301c8190aa59280a16750156 completed March 20, 2026, 2:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdacf016d0819080665256c84d37a3 completed March 20, 2026, 8:24 p.m.
NEDg Description generation batch_69bdad81ace48190956f8f62610e188d completed March 20, 2026, 8:26 p.m.
NED2 Entity disambiguation (via description) batch_69bdadb912148190bf4390c31396f189 completed March 20, 2026, 8:27 p.m.
Created at: March 20, 2026, 1:04 p.m.