Triple

T10932309
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 95D E258237 entity
Predicate hasSection P35 FINISHED
Object Mexico City–Cuernavaca toll segment
The Mexico City–Cuernavaca toll segment is a major tolled expressway link between Mexico’s capital and the city of Cuernavaca, known for its heavy traffic and mountainous route.
E893667 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 toll segment | Statement: [Mexican Federal Highway 95D, hasSection, Mexico City–Cuernavaca toll segment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexico City–Cuernavaca toll segment
Context triple: [Mexican Federal Highway 95D, hasSection, Mexico City–Cuernavaca toll segment]
  • A. 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.
  • 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–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.
  • D. Mexico City–Querétaro corridor
    The Mexico City–Querétaro corridor is a major economic and transportation axis in central Mexico that links the capital with the industrial city of Querétaro and numerous intermediate urban centers.
  • E. 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.
  • 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 toll segment
Triple: [Mexican Federal Highway 95D, hasSection, Mexico City–Cuernavaca toll segment]
Generated description
The Mexico City–Cuernavaca toll segment is a major tolled expressway link between Mexico’s capital and the city of Cuernavaca, known for its heavy traffic and mountainous route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexico City–Cuernavaca toll segment
Target entity description: The Mexico City–Cuernavaca toll segment is a major tolled expressway link between Mexico’s capital and the city of Cuernavaca, known for its heavy traffic and mountainous route.
  • A. 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.
  • 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–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.
  • D. Mexico City–Querétaro corridor
    The Mexico City–Querétaro corridor is a major economic and transportation axis in central Mexico that links the capital with the industrial city of Querétaro and numerous intermediate urban centers.
  • E. 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.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770a16cbc8190acd619defed7114c completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2176328448190bbce6735ec97507a completed April 17, 2026, 11:20 a.m.
NEDg Description generation batch_69e21d8aea2881908ac8f5225b8739c5 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eb18a1881908ded331db89063ed completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:23 p.m.