Triple

T2639641
Position Surface form Disambiguated ID Type / Status
Subject Surat E62832 entity
Predicate governingBody P46 FINISHED
Object Surat Municipal Corporation
Surat Municipal Corporation is the local civic body responsible for urban planning, infrastructure, and public services in the city of Surat, Gujarat, India.
 E284346 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: Surat Municipal Corporation | Statement: [Surat, governingBody, Surat Municipal Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Surat Municipal Corporation
Context triple: [Surat, governingBody, Surat Municipal Corporation]
  • A. Ahmedabad Municipal Corporation
    Ahmedabad Municipal Corporation is the local civic body responsible for municipal governance, infrastructure, and public services in the city of Ahmedabad, India.
  • B. Pune Municipal Corporation
    Pune Municipal Corporation is the local governing body responsible for civic administration and infrastructure development in the city of Pune, India.
  • C. Nagpur Municipal Corporation
    Nagpur Municipal Corporation is the local civic body responsible for administering and providing municipal services to the city of Nagpur in Maharashtra, India.
  • D. Municipal Corporation of Greater Mumbai
    The Municipal Corporation of Greater Mumbai is the civic governing body responsible for administering and providing public services and infrastructure across the city of Mumbai, India.
  • E. Meerut Municipal Corporation
    Meerut Municipal Corporation is the local civic body responsible for municipal governance, infrastructure, and public services in the city of Meerut, India.
  • 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: Surat Municipal Corporation
Triple: [Surat, governingBody, Surat Municipal Corporation]
Generated description
Surat Municipal Corporation is the local civic body responsible for urban planning, infrastructure, and public services in the city of Surat, Gujarat, India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Surat Municipal Corporation
Target entity description: Surat Municipal Corporation is the local civic body responsible for urban planning, infrastructure, and public services in the city of Surat, Gujarat, India.
  • A. Ahmedabad Municipal Corporation
    Ahmedabad Municipal Corporation is the local civic body responsible for municipal governance, infrastructure, and public services in the city of Ahmedabad, India.
  • B. Pune Municipal Corporation
    Pune Municipal Corporation is the local governing body responsible for civic administration and infrastructure development in the city of Pune, India.
  • C. Nagpur Municipal Corporation
    Nagpur Municipal Corporation is the local civic body responsible for administering and providing municipal services to the city of Nagpur in Maharashtra, India.
  • D. Municipal Corporation of Greater Mumbai
    The Municipal Corporation of Greater Mumbai is the civic governing body responsible for administering and providing public services and infrastructure across the city of Mumbai, India.
  • E. Meerut Municipal Corporation
    Meerut Municipal Corporation is the local civic body responsible for municipal governance, infrastructure, and public services in the city of Meerut, India.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd8fafad08190939b08558fea6abd completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af90b628748190bdbb23f1d85bc3fd completed March 10, 2026, 3:32 a.m.
NEDg Description generation batch_69af91c6de008190ad8fb3a3c06472cb completed March 10, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69af9253953c8190a8e18c92d66263cc completed March 10, 2026, 3:38 a.m.
Created at: March 6, 2026, 9:53 p.m.