Triple

T3987180
Position Surface form Disambiguated ID Type / Status
Subject Ahmedabad Urban Development Authority E86900 entity
Predicate appliesStatute P8819 FINISHED
Object Gujarat Town Planning and Urban Development Act
The Gujarat Town Planning and Urban Development Act is a state legislation that governs land use, urban planning, and development control across cities and urban regions in Gujarat, India.
E404048 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 Town Planning and Urban Development Act | Statement: [Ahmedabad Urban Development Authority, appliesStatute, Gujarat Town Planning and Urban Development Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gujarat Town Planning and Urban Development Act
Context triple: [Ahmedabad Urban Development Authority, appliesStatute, Gujarat Town Planning and Urban Development Act]
  • A. Gujarat University Act
    The Gujarat University Act is the legislative framework enacted to establish and regulate Gujarat University’s structure, powers, and functioning in the Indian state of Gujarat.
  • B. Mumbai Municipal Corporation Act, 1888
    The Mumbai Municipal Corporation Act, 1888 is the primary legislative framework that defines the powers, functions, and governance structure of the Municipal Corporation of Greater Mumbai.
  • C. Town and Country Planning Act 1947
    The Town and Country Planning Act 1947 was a landmark UK law that established comprehensive state control over land use and development, forming the foundation of modern British planning policy.
  • D. Karnataka Municipal Corporations Act
    The Karnataka Municipal Corporations Act is a state legislation that governs the constitution, powers, functions, and administration of municipal corporations in Karnataka, including major cities like Bengaluru.
  • E. Ahmedabad Urban Development Authority
    The Ahmedabad Urban Development Authority is a statutory planning and development body responsible for regulating and guiding urban growth and infrastructure development in the Ahmedabad metropolitan region of Gujarat, 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: Gujarat Town Planning and Urban Development Act
Triple: [Ahmedabad Urban Development Authority, appliesStatute, Gujarat Town Planning and Urban Development Act]
Generated description
The Gujarat Town Planning and Urban Development Act is a state legislation that governs land use, urban planning, and development control across cities and urban regions in Gujarat, India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gujarat Town Planning and Urban Development Act
Target entity description: The Gujarat Town Planning and Urban Development Act is a state legislation that governs land use, urban planning, and development control across cities and urban regions in Gujarat, India.
  • A. Gujarat University Act
    The Gujarat University Act is the legislative framework enacted to establish and regulate Gujarat University’s structure, powers, and functioning in the Indian state of Gujarat.
  • B. Mumbai Municipal Corporation Act, 1888
    The Mumbai Municipal Corporation Act, 1888 is the primary legislative framework that defines the powers, functions, and governance structure of the Municipal Corporation of Greater Mumbai.
  • C. Town and Country Planning Act 1947
    The Town and Country Planning Act 1947 was a landmark UK law that established comprehensive state control over land use and development, forming the foundation of modern British planning policy.
  • D. Karnataka Municipal Corporations Act
    The Karnataka Municipal Corporations Act is a state legislation that governs the constitution, powers, functions, and administration of municipal corporations in Karnataka, including major cities like Bengaluru.
  • E. Ahmedabad Urban Development Authority
    The Ahmedabad Urban Development Authority is a statutory planning and development body responsible for regulating and guiding urban growth and infrastructure development in the Ahmedabad metropolitan region of Gujarat, 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9ff54708190be56f48569ce97a4 completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5402f72e8819097ce951aac465dc8 completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b54111e5188190ab8ec23124c22981 completed March 14, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69b54195261c8190a155b3c0469b0a35 completed March 14, 2026, 11:08 a.m.
Created at: March 9, 2026, 3:33 p.m.