Triple

T12081491
Position Surface form Disambiguated ID Type / Status
Subject Candelaria E287688 entity
Predicate hasLocalGovernmentServicesProvidedBy P6352 FINISHED
Object 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.
 E968051 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: Toa Baja municipal administration | Statement: [Candelaria, hasLocalGovernmentServicesProvidedBy, Toa Baja municipal administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toa Baja municipal administration
Context triple: [Candelaria, hasLocalGovernmentServicesProvidedBy, Toa Baja municipal administration]
  • A. Borough of Cuauhtémoc government
    The Borough of Cuauhtémoc government is the local administrative authority responsible for managing public services, urban planning, and governance in Mexico City’s central Cuauhtémoc borough.
  • B. Gustavo A. Madero borough government
    The Gustavo A. Madero borough government is the local administrative authority responsible for public services, urban management, and community affairs within the Gustavo A. Madero borough of Mexico City.
  • C. Municipality of Othón P. Blanco
    The Municipality of Othón P. Blanco is an administrative region in the state of Quintana Roo in southeastern Mexico, known for encompassing the state capital city of Chetumal on the border with Belize.
  • D. Alcaldía Miguel Hidalgo
    Alcaldía Miguel Hidalgo is one of Mexico City’s borough-level administrative divisions, known for encompassing several central, residential, and commercial neighborhoods.
  • E. municipal government of Tijuana
    The municipal government of Tijuana is the local public authority responsible for administering and providing services to the city of Tijuana, Baja California, Mexico.
  • 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: Toa Baja municipal administration
Triple: [Candelaria, hasLocalGovernmentServicesProvidedBy, Toa Baja municipal administration]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toa Baja municipal administration
Target entity description: 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.
  • A. Borough of Cuauhtémoc government
    The Borough of Cuauhtémoc government is the local administrative authority responsible for managing public services, urban planning, and governance in Mexico City’s central Cuauhtémoc borough.
  • B. Gustavo A. Madero borough government
    The Gustavo A. Madero borough government is the local administrative authority responsible for public services, urban management, and community affairs within the Gustavo A. Madero borough of Mexico City.
  • C. Municipality of Othón P. Blanco
    The Municipality of Othón P. Blanco is an administrative region in the state of Quintana Roo in southeastern Mexico, known for encompassing the state capital city of Chetumal on the border with Belize.
  • D. Alcaldía Miguel Hidalgo
    Alcaldía Miguel Hidalgo is one of Mexico City’s borough-level administrative divisions, known for encompassing several central, residential, and commercial neighborhoods.
  • E. municipal government of Tijuana
    The municipal government of Tijuana is the local public authority responsible for administering and providing services to the city of Tijuana, Baja California, Mexico.
  • 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_69d6ab4964708190850585628b287b0c completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d904dc98a88190a5873f3fd8e1a0b2 completed April 10, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f66509208190b7206e78df41c2fe completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f6022ecf38819080f0eb6a3a815c5b completed May 2, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_69f606560934819092ba4d4fa162b799 completed May 2, 2026, 2:12 p.m.
Created at: April 8, 2026, 9:48 p.m.