Triple

T11802458
Position Surface form Disambiguated ID Type / Status
Subject Puebla metropolitan area E280659 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object Puebla–Veracruz highway
The Puebla–Veracruz highway is a major roadway in eastern Mexico that connects the inland city of Puebla with the Gulf coast state of Veracruz, serving as a key corridor for regional trade and travel.
E949669 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: Puebla–Veracruz highway | Statement: [Puebla metropolitan area, hasTransportInfrastructure, Puebla–Veracruz highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Puebla–Veracruz highway
Context triple: [Puebla metropolitan area, hasTransportInfrastructure, Puebla–Veracruz highway]
  • A. Veracruz–Mexico City highway
    The Veracruz–Mexico City highway is a major transportation route in Mexico that links the Gulf Coast port city of Veracruz with the nation’s capital, facilitating trade and travel between the two regions.
  • B. Mexico City–Puebla highway
    The Mexico City–Puebla highway is a major toll expressway in central Mexico that serves as a primary transportation corridor between the capital, Mexico City, and the city of Puebla.
  • C. Mexican Federal Highway 2
    Mexican Federal Highway 2 is a major east–west roadway in northern Mexico that runs along the U.S. border, connecting multiple border crossings and key cities in the region.
  • D. Mexico–Querétaro Highway
    The Mexico–Querétaro Highway is a major federal toll road in central Mexico that connects Mexico City with the city of Querétaro, serving as a key corridor for regional and national transportation.
  • E. Chapala–Jocotepec highway
    The Chapala–Jocotepec highway is a regional road in the state of Jalisco, Mexico, that links the lakeside town of Chapala with the nearby municipality of Jocotepec along Lake Chapala’s northern shore.
  • 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: Puebla–Veracruz highway
Triple: [Puebla metropolitan area, hasTransportInfrastructure, Puebla–Veracruz highway]
Generated description
The Puebla–Veracruz highway is a major roadway in eastern Mexico that connects the inland city of Puebla with the Gulf coast state of Veracruz, serving as a key corridor for regional trade and travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Puebla–Veracruz highway
Target entity description: The Puebla–Veracruz highway is a major roadway in eastern Mexico that connects the inland city of Puebla with the Gulf coast state of Veracruz, serving as a key corridor for regional trade and travel.
  • A. Veracruz–Mexico City highway
    The Veracruz–Mexico City highway is a major transportation route in Mexico that links the Gulf Coast port city of Veracruz with the nation’s capital, facilitating trade and travel between the two regions.
  • B. Mexico City–Puebla highway
    The Mexico City–Puebla highway is a major toll expressway in central Mexico that serves as a primary transportation corridor between the capital, Mexico City, and the city of Puebla.
  • C. Mexican Federal Highway 2
    Mexican Federal Highway 2 is a major east–west roadway in northern Mexico that runs along the U.S. border, connecting multiple border crossings and key cities in the region.
  • D. Mexico–Querétaro Highway
    The Mexico–Querétaro Highway is a major federal toll road in central Mexico that connects Mexico City with the city of Querétaro, serving as a key corridor for regional and national transportation.
  • E. Chapala–Jocotepec highway
    The Chapala–Jocotepec highway is a regional road in the state of Jalisco, Mexico, that links the lakeside town of Chapala with the nearby municipality of Jocotepec along Lake Chapala’s northern shore.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5a5a2048190b68027f622366079 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f166dbcb848190a5942ec00a2ca2f9 completed April 29, 2026, 2:03 a.m.
NEDg Description generation batch_69f16e31ebfc81908255e24b96bf9a99 completed April 29, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_69f1a09eae7481908200709ae9721d53 completed April 29, 2026, 6:09 a.m.
Created at: April 8, 2026, 9:42 p.m.