Triple

T12312882

Position	Surface form	Disambiguated ID	Type / Status
Subject	Santa Bárbara d'Oeste	`E293524`	entity
Predicate	governingBody	`P46`	FINISHED
Object	municipal government of Santa Bárbara d'Oeste The municipal government of Santa Bárbara d'Oeste is the local public administration responsible for managing services, infrastructure, and policies within the city of Santa Bárbara d'Oeste, Brazil.	`E973607`	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: municipal government of Santa Bárbara d'Oeste | Statement: [Santa Bárbara d'Oeste, governingBody, municipal government of Santa Bárbara d'Oeste]

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

Target entity: municipal government of Santa Bárbara d'Oeste
Context triple: [Santa Bárbara d'Oeste, governingBody, municipal government of Santa Bárbara d'Oeste]

A. Santa Barbara City Council
The Santa Barbara City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Santa Barbara, California.
B. Municipality of Santa Anita
The Municipality of Santa Anita is the local government authority responsible for administering public services, urban planning, and community development within the Santa Anita District in Peru.
C. Toa Baja municipal administration
The Toa Baja municipal administration is the local government body responsible for managing public services, infrastructure, and community affairs in the municipality of Toa Baja, Puerto Rico.
D. City of Santa Barbara Waterfront Department
The City of Santa Barbara Waterfront Department is the municipal agency responsible for managing and maintaining Santa Barbara’s harbor, beaches, and waterfront facilities.
E. municipal government of Paulista
The municipal government of Paulista is the local administrative authority responsible for managing public services, urban planning, and governance in the city of Paulista, Pernambuco, Brazil.
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: municipal government of Santa Bárbara d'Oeste
Triple: [Santa Bárbara d'Oeste, governingBody, municipal government of Santa Bárbara d'Oeste]

Generated description

The municipal government of Santa Bárbara d'Oeste is the local public administration responsible for managing services, infrastructure, and policies within the city of Santa Bárbara d'Oeste, Brazil.

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

Target entity: municipal government of Santa Bárbara d'Oeste
Target entity description: The municipal government of Santa Bárbara d'Oeste is the local public administration responsible for managing services, infrastructure, and policies within the city of Santa Bárbara d'Oeste, Brazil.

A. Santa Barbara City Council
The Santa Barbara City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Santa Barbara, California.
B. Municipality of Santa Anita
The Municipality of Santa Anita is the local government authority responsible for administering public services, urban planning, and community development within the Santa Anita District in Peru.
C. Toa Baja municipal administration
The Toa Baja municipal administration is the local government body responsible for managing public services, infrastructure, and community affairs in the municipality of Toa Baja, Puerto Rico.
D. City of Santa Barbara Waterfront Department
The City of Santa Barbara Waterfront Department is the municipal agency responsible for managing and maintaining Santa Barbara’s harbor, beaches, and waterfront facilities.
E. municipal government of Paulista
The municipal government of Paulista is the local administrative authority responsible for managing public services, urban planning, and governance in the city of Paulista, Pernambuco, Brazil.
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_69d6ab6a2b50819082f6aedd32ed608a`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d93f03d3c88190baedffb83465bff8`	completed	April 10, 2026, 6:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f61e84fa708190854afc6afd425fd7`	completed	May 2, 2026, 3:55 p.m.
NEDg	Description generation	`batch_69f61f5d746c8190b5b0edfc4832bc6c`	completed	May 2, 2026, 3:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69f62045b20c819083c755fbe99a9a7f`	completed	May 2, 2026, 4:03 p.m.

Created at: April 8, 2026, 9:53 p.m.