Triple

T4303815
Position Surface form Disambiguated ID Type / Status
Subject Orizaba metropolitan area E99904 entity
Predicate hasMunicipality P847 FINISHED
Object Huiloapan de Cuauhtémoc
Huiloapan de Cuauhtémoc is a municipality in the state of Veracruz, Mexico, that forms part of the Orizaba metropolitan area.
E442797 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: Huiloapan de Cuauhtémoc | Statement: [Orizaba metropolitan area, hasMunicipality, Huiloapan de Cuauhtémoc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huiloapan de Cuauhtémoc
Context triple: [Orizaba metropolitan area, hasMunicipality, Huiloapan de Cuauhtémoc]
  • A. Huixquilucan
    Huixquilucan is a municipality in the State of Mexico that forms part of the Mexico City metropolitan area and is known for its rapidly growing residential and commercial zones.
  • B. San Cristóbal Texcalucan
    San Cristóbal Texcalucan is a locality within the municipality of Huixquilucan in the State of Mexico, Mexico.
  • C. Ixtaczoquitlán
    Ixtaczoquitlán is a municipality in the Mexican state of Veracruz that forms part of the urban and economic region surrounding the city of Orizaba.
  • D. Tláhuac
    Tláhuac is a largely semi-rural borough in the southeastern part of Mexico City, known for its chinampas (traditional canal-based agriculture) and rapid urbanization.
  • E. Cuilápam
    Cuilápam is a town in the state of Oaxaca, Mexico, historically notable as the site where independence leader Vicente Guerrero was executed.
  • 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: Huiloapan de Cuauhtémoc
Triple: [Orizaba metropolitan area, hasMunicipality, Huiloapan de Cuauhtémoc]
Generated description
Huiloapan de Cuauhtémoc is a municipality in the state of Veracruz, Mexico, that forms part of the Orizaba metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huiloapan de Cuauhtémoc
Target entity description: Huiloapan de Cuauhtémoc is a municipality in the state of Veracruz, Mexico, that forms part of the Orizaba metropolitan area.
  • A. Huixquilucan
    Huixquilucan is a municipality in the State of Mexico that forms part of the Mexico City metropolitan area and is known for its rapidly growing residential and commercial zones.
  • B. San Cristóbal Texcalucan
    San Cristóbal Texcalucan is a locality within the municipality of Huixquilucan in the State of Mexico, Mexico.
  • C. Ixtaczoquitlán
    Ixtaczoquitlán is a municipality in the Mexican state of Veracruz that forms part of the urban and economic region surrounding the city of Orizaba.
  • D. Tláhuac
    Tláhuac is a largely semi-rural borough in the southeastern part of Mexico City, known for its chinampas (traditional canal-based agriculture) and rapid urbanization.
  • E. Cuilápam
    Cuilápam is a town in the state of Oaxaca, Mexico, historically notable as the site where independence leader Vicente Guerrero was executed.
  • 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_69b345528ebc8190b5abc7e95094792d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b350b792608190ac778b79c740256a completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b627cfba848190a56a25c6d7d750c7 completed March 15, 2026, 3:30 a.m.
NEDg Description generation batch_69b628fe10908190978dd0361628f54f completed March 15, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69b629ab52c881909f7fbef6f77b5bc4 completed March 15, 2026, 3:38 a.m.
Created at: March 12, 2026, 11:09 p.m.