Triple

T17816843
Position Surface form Disambiguated ID Type / Status
Subject Huitzilac Municipality E444867 entity
Predicate hasTransportRoute P11026 FINISHED
Object Mexico City–Cuernavaca highway
The Mexico City–Cuernavaca highway is a major toll road in central Mexico that connects the capital with the city of Cuernavaca, serving as a key route for commuters and tourists traveling between the Valley of Mexico and the state of Morelos.
E1290332 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: Mexico City–Cuernavaca highway | Statement: [Huitzilac Municipality, hasTransportRoute, Mexico City–Cuernavaca highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexico City–Cuernavaca highway
Context triple: [Huitzilac Municipality, hasTransportRoute, Mexico City–Cuernavaca highway]
  • A. 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.
  • B. Mexico City–Toluca highway
    The Mexico City–Toluca highway is a major toll road linking Mexico City with the city of Toluca, serving as a key commuter and freight corridor in central Mexico.
  • C. Mexico City–Texcoco highway
    The Mexico City–Texcoco highway is a major roadway linking Mexico’s capital with the nearby city of Texcoco in the State of Mexico, serving as an important commuter and transport corridor in the metropolitan area.
  • D. Morelia–Mexico City highway
    The Morelia–Mexico City highway is a major roadway in central Mexico that links the capital city with Morelia, facilitating regional travel and commerce.
  • E. 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.
  • 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: Mexico City–Cuernavaca highway
Triple: [Huitzilac Municipality, hasTransportRoute, Mexico City–Cuernavaca highway]
Generated description
The Mexico City–Cuernavaca highway is a major toll road in central Mexico that connects the capital with the city of Cuernavaca, serving as a key route for commuters and tourists traveling between the Valley of Mexico and the state of Morelos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexico City–Cuernavaca highway
Target entity description: The Mexico City–Cuernavaca highway is a major toll road in central Mexico that connects the capital with the city of Cuernavaca, serving as a key route for commuters and tourists traveling between the Valley of Mexico and the state of Morelos.
  • A. 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.
  • B. Mexico City–Toluca highway
    The Mexico City–Toluca highway is a major toll road linking Mexico City with the city of Toluca, serving as a key commuter and freight corridor in central Mexico.
  • C. Mexico City–Texcoco highway
    The Mexico City–Texcoco highway is a major roadway linking Mexico’s capital with the nearby city of Texcoco in the State of Mexico, serving as an important commuter and transport corridor in the metropolitan area.
  • D. Morelia–Mexico City highway
    The Morelia–Mexico City highway is a major roadway in central Mexico that links the capital city with Morelia, facilitating regional travel and commerce.
  • E. 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.
  • 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_69d8b9f0de78819099395b14db75a8a6 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48880457c81908214741d6cd7a1ee completed April 19, 2026, 7:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0306ef9e6c819083d42f2f4fb27880 completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a03075d0df4819093e20f299f0824a8 completed May 12, 2026, 10:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0307c1a95881909547178762490619 completed May 12, 2026, 10:58 a.m.
Created at: April 10, 2026, 10:14 a.m.