Triple

T16054753

Position	Surface form	Disambiguated ID	Type / Status
Subject	Zuari Bridge	`E389448`	entity
Predicate	maintainedBy	`P86`	FINISHED
Object	Public Works Department, Goa The Public Works Department, Goa is a state government agency responsible for planning, constructing, and maintaining key public infrastructure such as roads, bridges, and water supply systems across Goa.	`E1191897`	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: Public Works Department, Goa | Statement: [Zuari Bridge, maintainedBy, Public Works Department, Goa]

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

Target entity: Public Works Department, Goa
Context triple: [Zuari Bridge, maintainedBy, Public Works Department, Goa]

A. Public Works Department, Government of Maharashtra
The Public Works Department, Government of Maharashtra is the state agency responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings across Maharashtra.
B. Goa Secretariat
The Goa Secretariat is the principal administrative headquarters of the Government of Goa, housing key state government offices and departments.
C. Government of Goa
The Government of Goa is the administrative authority of the Indian state of Goa, responsible for governance, lawmaking, and public administration through its executive, legislative, and judicial branches.
D. Department of Health Services, Government of Goa
The Department of Health Services, Government of Goa is the state’s primary public health authority responsible for planning, implementing, and overseeing healthcare services, disease control programs, and medical infrastructure across Goa.
E. Department of Public Works, Puducherry
The Department of Public Works, Puducherry is the governmental agency responsible for planning, constructing, and maintaining public infrastructure and civil works in the Union Territory of Puducherry, 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: Public Works Department, Goa
Triple: [Zuari Bridge, maintainedBy, Public Works Department, Goa]

Generated description

The Public Works Department, Goa is a state government agency responsible for planning, constructing, and maintaining key public infrastructure such as roads, bridges, and water supply systems across Goa.

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

Target entity: Public Works Department, Goa
Target entity description: The Public Works Department, Goa is a state government agency responsible for planning, constructing, and maintaining key public infrastructure such as roads, bridges, and water supply systems across Goa.

A. Public Works Department, Government of Maharashtra
The Public Works Department, Government of Maharashtra is the state agency responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings across Maharashtra.
B. Goa Secretariat
The Goa Secretariat is the principal administrative headquarters of the Government of Goa, housing key state government offices and departments.
C. Government of Goa
The Government of Goa is the administrative authority of the Indian state of Goa, responsible for governance, lawmaking, and public administration through its executive, legislative, and judicial branches.
D. Department of Health Services, Government of Goa
The Department of Health Services, Government of Goa is the state’s primary public health authority responsible for planning, implementing, and overseeing healthcare services, disease control programs, and medical infrastructure across Goa.
E. Department of Public Works, Puducherry
The Department of Public Works, Puducherry is the governmental agency responsible for planning, constructing, and maintaining public infrastructure and civil works in the Union Territory of Puducherry, 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_69d86dae698881908327ef2d67706cb9`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e183642420819088b03f613ee65851`	completed	April 17, 2026, 12:48 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffdbe49bd0819088e25de082184133`	completed	May 10, 2026, 1:14 a.m.
NEDg	Description generation	`batch_69ffde320f748190b7abf6ad4cc81ed9`	completed	May 10, 2026, 1:24 a.m.
NED2	Entity disambiguation (via description)	`batch_69ffdec2dd18819092882485ae2baabe`	completed	May 10, 2026, 1:26 a.m.

Created at: April 10, 2026, 4:56 a.m.