Triple

T21396138
Position Surface form Disambiguated ID Type / Status
Subject Federal Highway 136 E527785 entity
Predicate serves P98 FINISHED
Object Texcoco metropolitan area
The Texcoco metropolitan area is an urban region in the State of Mexico centered on the city of Texcoco, forming part of the greater Mexico City conurbation.
 E1484043 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: Texcoco metropolitan area | Statement: [Federal Highway 136, serves, Texcoco metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texcoco metropolitan area
Context triple: [Federal Highway 136, serves, Texcoco metropolitan area]
  • A. Puebla metropolitan area
    The Puebla metropolitan area is a major urban and economic center in central Mexico that serves as the core city-region surrounding the city of Puebla.
  • B. Toluca metropolitan area
    The Toluca metropolitan area is a major urban and industrial region in central Mexico centered on the city of Toluca, serving as an important economic and transportation hub west of Mexico City.
  • C. Tlaxcala metropolitan area
    The Tlaxcala metropolitan area is an urban agglomeration in central Mexico centered on the city of Tlaxcala, serving as a regional hub for government, commerce, and culture within the state of Tlaxcala.
  • D. Cuernavaca metropolitan area
    The Cuernavaca metropolitan area is the urban agglomeration centered on the city of Cuernavaca in the state of Morelos, Mexico, encompassing its surrounding municipalities and suburbs.
  • E. Huixquilucan urban area
    Huixquilucan urban area is a densely populated metropolitan zone in the State of Mexico that forms part of the greater Mexico City conurbation, characterized by residential neighborhoods, commercial centers, and urban infrastructure.
  • 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: Texcoco metropolitan area
Triple: [Federal Highway 136, serves, Texcoco metropolitan area]
Generated description
The Texcoco metropolitan area is an urban region in the State of Mexico centered on the city of Texcoco, forming part of the greater Mexico City conurbation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texcoco metropolitan area
Target entity description: The Texcoco metropolitan area is an urban region in the State of Mexico centered on the city of Texcoco, forming part of the greater Mexico City conurbation.
  • A. Puebla metropolitan area
    The Puebla metropolitan area is a major urban and economic center in central Mexico that serves as the core city-region surrounding the city of Puebla.
  • B. Toluca metropolitan area
    The Toluca metropolitan area is a major urban and industrial region in central Mexico centered on the city of Toluca, serving as an important economic and transportation hub west of Mexico City.
  • C. Tlaxcala metropolitan area
    The Tlaxcala metropolitan area is an urban agglomeration in central Mexico centered on the city of Tlaxcala, serving as a regional hub for government, commerce, and culture within the state of Tlaxcala.
  • D. Cuernavaca metropolitan area
    The Cuernavaca metropolitan area is the urban agglomeration centered on the city of Cuernavaca in the state of Morelos, Mexico, encompassing its surrounding municipalities and suburbs.
  • E. Huixquilucan urban area
    Huixquilucan urban area is a densely populated metropolitan zone in the State of Mexico that forms part of the greater Mexico City conurbation, characterized by residential neighborhoods, commercial centers, and urban infrastructure.
  • 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_69e0b51ff3748190935c0a513c62a12b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b11981388190874b8466400b39fe completed April 22, 2026, 11:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09c296dc1c819082e1e7644911898e completed May 17, 2026, 1:28 p.m.
NEDg Description generation batch_6a09c3a036408190a759223303268183 completed May 17, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_6a09c49aa5b881908ac2e920684a9fa2 completed May 17, 2026, 1:37 p.m.
Created at: April 16, 2026, 5:13 p.m.