Triple

T10932311
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 95D E258237 entity
Predicate hasSection P35 FINISHED
Object Chilpancingo–Acapulco toll segment
The Chilpancingo–Acapulco toll segment is a major controlled-access highway stretch in Guerrero, Mexico, that connects the inland city of Chilpancingo with the Pacific coastal resort city of Acapulco.
E896233 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: Chilpancingo–Acapulco toll segment | Statement: [Mexican Federal Highway 95D, hasSection, Chilpancingo–Acapulco toll segment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chilpancingo–Acapulco toll segment
Context triple: [Mexican Federal Highway 95D, hasSection, Chilpancingo–Acapulco toll segment]
  • A. 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.
  • B. Autopista México–Acapulco
    Autopista México–Acapulco is a major Mexican toll highway that links Mexico City with the Pacific resort city of Acapulco, passing through Cuernavaca and serving as a key route for tourism and commerce.
  • C. Mexico City–Acapulco corridor
    The Mexico City–Acapulco corridor is a major transportation route in Mexico that links the nation’s capital with the Pacific coastal resort city of Acapulco, serving as a key axis for tourism and commerce.
  • D. 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.
  • E. Mexico–Pachuca Highway
    The Mexico–Pachuca Highway is a major roadway connecting Mexico City with the city of Pachuca, serving as a key commuter and transport corridor in central Mexico.
  • 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: Chilpancingo–Acapulco toll segment
Triple: [Mexican Federal Highway 95D, hasSection, Chilpancingo–Acapulco toll segment]
Generated description
The Chilpancingo–Acapulco toll segment is a major controlled-access highway stretch in Guerrero, Mexico, that connects the inland city of Chilpancingo with the Pacific coastal resort city of Acapulco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chilpancingo–Acapulco toll segment
Target entity description: The Chilpancingo–Acapulco toll segment is a major controlled-access highway stretch in Guerrero, Mexico, that connects the inland city of Chilpancingo with the Pacific coastal resort city of Acapulco.
  • A. 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.
  • B. Autopista México–Acapulco
    Autopista México–Acapulco is a major Mexican toll highway that links Mexico City with the Pacific resort city of Acapulco, passing through Cuernavaca and serving as a key route for tourism and commerce.
  • C. Mexico City–Acapulco corridor
    The Mexico City–Acapulco corridor is a major transportation route in Mexico that links the nation’s capital with the Pacific coastal resort city of Acapulco, serving as a key axis for tourism and commerce.
  • D. 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.
  • E. Mexico–Pachuca Highway
    The Mexico–Pachuca Highway is a major roadway connecting Mexico City with the city of Pachuca, serving as a key commuter and transport corridor in central Mexico.
  • 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_69e2d710f65c8190a4ef17a6d90a19d2 completed April 18, 2026, 12:57 a.m.
NEDg Description generation batch_69e2fab58f588190ae2d33f32e71333b completed April 18, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e317809c0881909e793db965194014 completed April 18, 2026, 5:32 a.m.
Created at: April 8, 2026, 9:23 p.m.