Triple

T3987188

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ahmedabad Urban Development Authority	`E86900`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Gujarat Housing Board Gujarat Housing Board is a state government agency in Gujarat responsible for planning and developing affordable residential housing schemes for various income groups across the state.	`E404049`	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 Housing Board | Statement: [Ahmedabad Urban Development Authority, collaboratesWith, Gujarat Housing Board]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Gujarat Housing Board
Context triple: [Ahmedabad Urban Development Authority, collaboratesWith, Gujarat Housing Board]

A. 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.
B. Sabarmati Riverfront Development Corporation Limited
Sabarmati Riverfront Development Corporation Limited is a special purpose company established by the Ahmedabad Municipal Corporation to plan, execute, and manage the urban redevelopment and riverfront project along the Sabarmati River in Ahmedabad, India.
C. 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.
D. Junagadh Municipal Corporation
Junagadh Municipal Corporation is the local self-governing civic body responsible for administering and providing municipal services in the city of Junagadh, Gujarat, India.
E. Rajkot Municipal Corporation
Rajkot Municipal Corporation is the local civic body responsible for administering and providing municipal services and infrastructure in the city of Rajkot, 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 Housing Board
Triple: [Ahmedabad Urban Development Authority, collaboratesWith, Gujarat Housing Board]

Generated description

Gujarat Housing Board is a state government agency in Gujarat responsible for planning and developing affordable residential housing schemes for various income groups across the state.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Gujarat Housing Board
Target entity description: Gujarat Housing Board is a state government agency in Gujarat responsible for planning and developing affordable residential housing schemes for various income groups across the state.

A. 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.
B. Sabarmati Riverfront Development Corporation Limited
Sabarmati Riverfront Development Corporation Limited is a special purpose company established by the Ahmedabad Municipal Corporation to plan, execute, and manage the urban redevelopment and riverfront project along the Sabarmati River in Ahmedabad, India.
C. 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.
D. Junagadh Municipal Corporation
Junagadh Municipal Corporation is the local self-governing civic body responsible for administering and providing municipal services in the city of Junagadh, Gujarat, India.
E. Rajkot Municipal Corporation
Rajkot Municipal Corporation is the local civic body responsible for administering and providing municipal services and infrastructure in the city of Rajkot, 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.