Triple

T12312408

Position	Surface form	Disambiguated ID	Type / Status
Subject	Itu	`E293512`	entity
Predicate	partOf	`P40`	FINISHED
Object	Metropolitan Region of Sorocaba The Metropolitan Region of Sorocaba is an officially designated metropolitan area in the state of São Paulo, Brazil, centered on the city of Sorocaba and encompassing several surrounding municipalities for integrated regional planning and development.	`E980119`	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: Metropolitan Region of Sorocaba | Statement: [Itu, partOf, Metropolitan Region of Sorocaba]

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

Target entity: Metropolitan Region of Sorocaba
Context triple: [Itu, partOf, Metropolitan Region of Sorocaba]

A. Metropolitan Region of Campinas
The Metropolitan Region of Campinas is a major urban and economic agglomeration in the state of São Paulo, Brazil, centered around the city of Campinas and encompassing several surrounding municipalities.
B. Mesoregion of Ribeirão Preto
The Mesoregion of Ribeirão Preto is an administrative and geographic region in the state of São Paulo, Brazil, centered around the city of Ribeirão Preto and encompassing several municipalities including Franca.
C. Itajaí microregion
The Itajaí microregion is an administrative and geographic subdivision in the state of Santa Catarina, Brazil, centered around the coastal city of Itajaí and known for its port, industry, and regional commerce.
D. Microregion Itapecerica da Serra
Microregion Itapecerica da Serra is an administrative and statistical microregion in the state of São Paulo, Brazil, comprising several neighboring municipalities in the metropolitan area of São Paulo.
E. Metropolitan Region of Caxias do Sul
The Metropolitan Region of Caxias do Sul is an officially designated metropolitan area in Rio Grande do Sul, Brazil, centered around the industrial city of Caxias do Sul and its surrounding municipalities.
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: Metropolitan Region of Sorocaba
Triple: [Itu, partOf, Metropolitan Region of Sorocaba]

Generated description

The Metropolitan Region of Sorocaba is an officially designated metropolitan area in the state of São Paulo, Brazil, centered on the city of Sorocaba and encompassing several surrounding municipalities for integrated regional planning and development.

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

Target entity: Metropolitan Region of Sorocaba
Target entity description: The Metropolitan Region of Sorocaba is an officially designated metropolitan area in the state of São Paulo, Brazil, centered on the city of Sorocaba and encompassing several surrounding municipalities for integrated regional planning and development.

A. Metropolitan Region of Campinas
The Metropolitan Region of Campinas is a major urban and economic agglomeration in the state of São Paulo, Brazil, centered around the city of Campinas and encompassing several surrounding municipalities.
B. Mesoregion of Ribeirão Preto
The Mesoregion of Ribeirão Preto is an administrative and geographic region in the state of São Paulo, Brazil, centered around the city of Ribeirão Preto and encompassing several municipalities including Franca.
C. Itajaí microregion
The Itajaí microregion is an administrative and geographic subdivision in the state of Santa Catarina, Brazil, centered around the coastal city of Itajaí and known for its port, industry, and regional commerce.
D. Microregion Itapecerica da Serra
Microregion Itapecerica da Serra is an administrative and statistical microregion in the state of São Paulo, Brazil, comprising several neighboring municipalities in the metropolitan area of São Paulo.
E. Metropolitan Region of Caxias do Sul
The Metropolitan Region of Caxias do Sul is an officially designated metropolitan area in Rio Grande do Sul, Brazil, centered around the industrial city of Caxias do Sul and its surrounding municipalities.
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_69f634688f548190b3c9013591da939b`	completed	May 2, 2026, 5:29 p.m.
NEDg	Description generation	`batch_69f6356b545c819089a5f5b901afc5f2`	completed	May 2, 2026, 5:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69f636382ffc8190becfae41757a45d8`	completed	May 2, 2026, 5:36 p.m.

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