Triple

T6754976
Position Surface form Disambiguated ID Type / Status
Subject K. N. Raj E154430 entity
Predicate workInstitution P1203 FINISHED
Object Centre for Development Studies, Thiruvananthapuram
The Centre for Development Studies, Thiruvananthapuram is a prominent Indian research and teaching institution specializing in economics and development studies, particularly known for its work on Kerala’s development experience.
E615257 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: Centre for Development Studies, Thiruvananthapuram | Statement: [K. N. Raj, workInstitution, Centre for Development Studies, Thiruvananthapuram]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Centre for Development Studies, Thiruvananthapuram
Context triple: [K. N. Raj, workInstitution, Centre for Development Studies, Thiruvananthapuram]
  • A. Indian Council of Social Science Research
    The Indian Council of Social Science Research is a premier Indian government-funded body that promotes, coordinates, and supports advanced research in the social sciences across the country.
  • B. Centre for Studies in Social Sciences, Calcutta
    The Centre for Studies in Social Sciences, Calcutta is a leading Indian research institute renowned for advanced scholarship in the social sciences, particularly history, economics, politics, and cultural studies.
  • C. Centre for Dalit and Minorities Studies
    The Centre for Dalit and Minorities Studies is an academic and research centre at Jamia Millia Islamia focused on the study, advocacy, and empowerment of Dalit and other marginalized minority communities in India.
  • D. National Institute of Urban Affairs
    The National Institute of Urban Affairs is an autonomous research and capacity-building organization in India that focuses on urban policy, planning, and governance to support sustainable and inclusive city development.
  • E. Centre for Cultural Resources and Training
    The Centre for Cultural Resources and Training is an autonomous Indian institution dedicated to promoting cultural education, heritage awareness, and the integration of the arts into school curricula and teacher training.
  • 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: Centre for Development Studies, Thiruvananthapuram
Triple: [K. N. Raj, workInstitution, Centre for Development Studies, Thiruvananthapuram]
Generated description
The Centre for Development Studies, Thiruvananthapuram is a prominent Indian research and teaching institution specializing in economics and development studies, particularly known for its work on Kerala’s development experience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Centre for Development Studies, Thiruvananthapuram
Target entity description: The Centre for Development Studies, Thiruvananthapuram is a prominent Indian research and teaching institution specializing in economics and development studies, particularly known for its work on Kerala’s development experience.
  • A. Indian Council of Social Science Research
    The Indian Council of Social Science Research is a premier Indian government-funded body that promotes, coordinates, and supports advanced research in the social sciences across the country.
  • B. Centre for Studies in Social Sciences, Calcutta
    The Centre for Studies in Social Sciences, Calcutta is a leading Indian research institute renowned for advanced scholarship in the social sciences, particularly history, economics, politics, and cultural studies.
  • C. Centre for Dalit and Minorities Studies
    The Centre for Dalit and Minorities Studies is an academic and research centre at Jamia Millia Islamia focused on the study, advocacy, and empowerment of Dalit and other marginalized minority communities in India.
  • D. National Institute of Urban Affairs
    The National Institute of Urban Affairs is an autonomous research and capacity-building organization in India that focuses on urban policy, planning, and governance to support sustainable and inclusive city development.
  • E. Centre for Cultural Resources and Training
    The Centre for Cultural Resources and Training is an autonomous Indian institution dedicated to promoting cultural education, heritage awareness, and the integration of the arts into school curricula and teacher training.
  • 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_69c6880fd5808190be684854081e27dd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1f465388190858207ca4c48f18d completed March 27, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b1e477481909e4fca040f4894f4 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70b923a8c8190a0fe7733fb54540d completed March 27, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69c70c4350ac8190834048217b9f323d completed March 27, 2026, 11:01 p.m.
Created at: March 27, 2026, 2:11 p.m.