Triple

T11902344

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tapachula	`E283182`	entity
Predicate	governingBody	`P46`	FINISHED
Object	municipal government of Tapachula The municipal government of Tapachula is the local public administration responsible for managing services, development, and regulations within the city and municipality of Tapachula in Chiapas, Mexico.	`E953750`	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 Tapachula | Statement: [Tapachula, governingBody, municipal government of Tapachula]

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

Target entity: municipal government of Tapachula
Context triple: [Tapachula, governingBody, municipal government of Tapachula]

A. Municipal government of Tuxtla Gutiérrez
The Municipal government of Tuxtla Gutiérrez is the local public administration responsible for managing services, urban development, and governance in the city of Tuxtla Gutiérrez, Chiapas, Mexico.
B. Municipal government of Culiacán
The Municipal government of Culiacán is the local public administration responsible for managing services, regulations, and development policies within the city of Culiacán, Sinaloa, Mexico.
C. municipal government of Tlaxcala
The municipal government of Tlaxcala is the local public administration responsible for managing services, regulations, and development policies within Tlaxcala City in central Mexico.
D. municipal government of San Pedro Cholula
The municipal government of San Pedro Cholula is the local administrative authority responsible for managing public services, urban planning, and community affairs in the city of San Pedro Cholula, Puebla, Mexico.
E. municipality of Tacotalpa
The municipality of Tacotalpa is an administrative division in the Mexican state of Tabasco, known for its rural communities, tropical climate, and location within the state's riverine and rainforest region.
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 Tapachula
Triple: [Tapachula, governingBody, municipal government of Tapachula]

Generated description

The municipal government of Tapachula is the local public administration responsible for managing services, development, and regulations within the city and municipality of Tapachula in Chiapas, Mexico.

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

Target entity: municipal government of Tapachula
Target entity description: The municipal government of Tapachula is the local public administration responsible for managing services, development, and regulations within the city and municipality of Tapachula in Chiapas, Mexico.

A. Municipal government of Tuxtla Gutiérrez
The Municipal government of Tuxtla Gutiérrez is the local public administration responsible for managing services, urban development, and governance in the city of Tuxtla Gutiérrez, Chiapas, Mexico.
B. Municipal government of Culiacán
The Municipal government of Culiacán is the local public administration responsible for managing services, regulations, and development policies within the city of Culiacán, Sinaloa, Mexico.
C. municipal government of Tlaxcala
The municipal government of Tlaxcala is the local public administration responsible for managing services, regulations, and development policies within Tlaxcala City in central Mexico.
D. municipal government of San Pedro Cholula
The municipal government of San Pedro Cholula is the local administrative authority responsible for managing public services, urban planning, and community affairs in the city of San Pedro Cholula, Puebla, Mexico.
E. municipality of Tacotalpa
The municipality of Tacotalpa is an administrative division in the Mexican state of Tabasco, known for its rural communities, tropical climate, and location within the state's riverine and rainforest region.
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_69d6ab2c07e88190ba13b0d21fd6cf33`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d8dd1792648190853f15fbf217eebd`	completed	April 10, 2026, 11:20 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f4183d29b081908cfbf4d91a365681`	completed	May 1, 2026, 3:04 a.m.
NEDg	Description generation	`batch_69f41f1d2da0819082f00cf61a6530b6`	completed	May 1, 2026, 3:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69f4228a73708190a6d2db321e175921`	completed	May 1, 2026, 3:48 a.m.

Created at: April 8, 2026, 9:44 p.m.