Triple

T23400500

Position	Surface form	Disambiguated ID	Type / Status
Subject	municipal government of Sousa	`E559490`	entity
Predicate	administers	`P123`	FINISHED
Object	municipal public services of Sousa The municipal public services of Sousa comprise the local government-run utilities and community services—such as sanitation, water, infrastructure maintenance, and public facilities—provided to residents of the city of Sousa.	`E559490`	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 public services of Sousa | Statement: [municipal government of Sousa, administers, municipal public services of Sousa]

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

Target entity: municipal public services of Sousa
Context triple: [municipal government of Sousa, administers, municipal public services of Sousa]

A. municipal government of Sousa
The municipal government of Sousa is the local public administration responsible for managing city services, implementing policies, and overseeing development within the municipality of Sousa.
B. Municipal government of Suzano
The Municipal government of Suzano is the local public administration responsible for managing city services, implementing policies, and overseeing development within the municipality of Suzano, Brazil.
C. Municipal government of Sorocaba
The Municipal government of Sorocaba is the local public administration responsible for managing the city’s services, policies, and development in Sorocaba, Brazil.
D. municipal government of Sobral
The municipal government of Sobral is the local public administration responsible for managing services, policies, and development within the city of Sobral, Brazil.
E. Municipal government of São Carlos
The Municipal government of São Carlos is the local public administration responsible for managing the city’s executive and legislative functions, public services, and urban development policies.
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 public services of Sousa
Triple: [municipal government of Sousa, administers, municipal public services of Sousa]

Generated description

The municipal public services of Sousa comprise the local government-run utilities and community services—such as sanitation, water, infrastructure maintenance, and public facilities—provided to residents of the city of Sousa.

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

Target entity: municipal public services of Sousa
Target entity description: The municipal public services of Sousa comprise the local government-run utilities and community services—such as sanitation, water, infrastructure maintenance, and public facilities—provided to residents of the city of Sousa.

A. municipal government of Sousa chosen
The municipal government of Sousa is the local public administration responsible for managing city services, implementing policies, and overseeing development within the municipality of Sousa.
B. Municipal government of Suzano
The Municipal government of Suzano is the local public administration responsible for managing city services, implementing policies, and overseeing development within the municipality of Suzano, Brazil.
C. Municipal government of Sorocaba
The Municipal government of Sorocaba is the local public administration responsible for managing the city’s services, policies, and development in Sorocaba, Brazil.
D. municipal government of Sobral
The municipal government of Sobral is the local public administration responsible for managing services, policies, and development within the city of Sobral, Brazil.
E. Municipal government of São Carlos
The Municipal government of São Carlos is the local public administration responsible for managing the city’s executive and legislative functions, public services, and urban development policies.
F. None of above.

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_69e24549610c8190a069d6411ce5f661`	completed	April 17, 2026, 2:35 p.m.
NER	Named-entity recognition	`batch_69f1a4dedfcc8190ab93cec3c3d15c53`	completed	April 29, 2026, 6:27 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c5df194bc819084aa4de85966c68f`	completed	May 19, 2026, 12:56 p.m.
NEDg	Description generation	`batch_6a0c5f52fe308190b87c53f9a9d915e0`	completed	May 19, 2026, 1:02 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0c5ffbea40819088a5a01a3763c718`	completed	May 19, 2026, 1:05 p.m.

Created at: April 17, 2026, 5:37 p.m.