Triple

T11942967

Position	Surface form	Disambiguated ID	Type / Status
Subject	Municipality of São Paulo	`E284223`	entity
Predicate	legislativeBody	`P239`	FINISHED
Object	Municipal Chamber of São Paulo The Municipal Chamber of São Paulo is the city’s legislative council responsible for creating local laws, overseeing the municipal executive, and representing the interests of São Paulo’s residents.	`E957730`	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 Chamber of São Paulo | Statement: [Municipality of São Paulo, legislativeBody, Municipal Chamber of São Paulo]

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

Target entity: Municipal Chamber of São Paulo
Context triple: [Municipality of São Paulo, legislativeBody, Municipal Chamber of São Paulo]

A. Municipal Chamber of Rio de Janeiro
The Municipal Chamber of Rio de Janeiro is the city’s legislative council responsible for creating, debating, and approving local laws and overseeing the municipal executive branch.
B. Government of the State of São Paulo
The Government of the State of São Paulo is the executive authority of Brazil’s most populous and economically significant state, responsible for administering public services, infrastructure, and regional policies.
C. Municipality of São Paulo
The Municipality of São Paulo is the local government authority responsible for administering Brazil’s largest city, overseeing its public services, urban planning, and cultural and recreational facilities.
D. Municipal Market of São Paulo
The Municipal Market of São Paulo is a landmark public market famed for its grand architecture, vast variety of fresh produce and gourmet foods, and iconic mortadella sandwiches.
E. Municipal Government of Belo Horizonte
The Municipal Government of Belo Horizonte is the local public administration responsible for managing and providing services, infrastructure, and urban planning for the city of Belo Horizonte, 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 Chamber of São Paulo
Triple: [Municipality of São Paulo, legislativeBody, Municipal Chamber of São Paulo]

Generated description

The Municipal Chamber of São Paulo is the city’s legislative council responsible for creating local laws, overseeing the municipal executive, and representing the interests of São Paulo’s residents.

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

Target entity: Municipal Chamber of São Paulo
Target entity description: The Municipal Chamber of São Paulo is the city’s legislative council responsible for creating local laws, overseeing the municipal executive, and representing the interests of São Paulo’s residents.

A. Municipal Chamber of Rio de Janeiro
The Municipal Chamber of Rio de Janeiro is the city’s legislative council responsible for creating, debating, and approving local laws and overseeing the municipal executive branch.
B. Government of the State of São Paulo
The Government of the State of São Paulo is the executive authority of Brazil’s most populous and economically significant state, responsible for administering public services, infrastructure, and regional policies.
C. Municipality of São Paulo
The Municipality of São Paulo is the local government authority responsible for administering Brazil’s largest city, overseeing its public services, urban planning, and cultural and recreational facilities.
D. Municipal Market of São Paulo
The Municipal Market of São Paulo is a landmark public market famed for its grand architecture, vast variety of fresh produce and gourmet foods, and iconic mortadella sandwiches.
E. Municipal Government of Belo Horizonte
The Municipal Government of Belo Horizonte is the local public administration responsible for managing and providing services, infrastructure, and urban planning for the city of Belo Horizonte, 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_69d6ab2db38c8190b1f0ed6663ef8ada`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d90342bb908190a019ac91a2b82f3d`	completed	April 10, 2026, 2:03 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f471ba7fd88190909596e6e01e8714`	completed	May 1, 2026, 9:26 a.m.
NEDg	Description generation	`batch_69f47b755f808190acb2fb31473d2405`	completed	May 1, 2026, 10:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69f47d8bbae8819088d48b300291ef74`	completed	May 1, 2026, 10:16 a.m.

Created at: April 8, 2026, 9:45 p.m.