Triple

T3341433
Position Surface form Disambiguated ID Type / Status
Subject Greater Hyderabad Municipal Corporation E70268 entity
Predicate shortName P43 FINISHED
Object GHMC
GHMC is the civic body responsible for governing and managing municipal services and urban infrastructure in the city of Hyderabad, India.
 E349871 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: GHMC | Statement: [Greater Hyderabad Municipal Corporation, shortName, GHMC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GHMC
Context triple: [Greater Hyderabad Municipal Corporation, shortName, GHMC]
  • A. Bruhat Bengaluru Mahanagara Palike
    Bruhat Bengaluru Mahanagara Palike is the municipal corporation responsible for civic administration and infrastructure development in the city of Bengaluru, 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. 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.
  • D. 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.
  • E. Kota Municipal Corporation
    Kota Municipal Corporation is the local civic body responsible for municipal governance, infrastructure, and public services in the city of Kota, Rajasthan, 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: GHMC
Triple: [Greater Hyderabad Municipal Corporation, shortName, GHMC]
Generated description
GHMC is the civic body responsible for governing and managing municipal services and urban infrastructure in the city of Hyderabad, India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GHMC
Target entity description: GHMC is the civic body responsible for governing and managing municipal services and urban infrastructure in the city of Hyderabad, India.
  • A. Bruhat Bengaluru Mahanagara Palike
    Bruhat Bengaluru Mahanagara Palike is the municipal corporation responsible for civic administration and infrastructure development in the city of Bengaluru, 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. 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.
  • D. 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.
  • E. Kota Municipal Corporation
    Kota Municipal Corporation is the local civic body responsible for municipal governance, infrastructure, and public services in the city of Kota, Rajasthan, 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_69ad85a405e48190b6e68de7cf9f319e completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1c0ae44819091c851569eaf4565 completed March 8, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a92555c81909a4769b6ecea5721 completed March 12, 2026, 7:57 p.m.
NEDg Description generation batch_69b31c3aaba48190b203e344d71080f3 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31da28a04819096e7ced5f123592a completed March 12, 2026, 8:10 p.m.
Created at: March 8, 2026, 3:12 p.m.