Triple

T13521132
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 40 E322896 entity
Predicate segmentKnownAs P627 FINISHED
Object Mazatlán–Durango highway
The Mazatlán–Durango highway is a major mountain-crossing roadway in northern Mexico, renowned for its numerous tunnels and bridges, including the record-setting Baluarte Bridge, which dramatically links the Pacific coast city of Mazatlán with the inland city of Durango.
E1056118 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: Mazatlán–Durango highway | Statement: [Mexican Federal Highway 40, segmentKnownAs, Mazatlán–Durango highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mazatlán–Durango highway
Context triple: [Mexican Federal Highway 40, segmentKnownAs, Mazatlán–Durango highway]
  • A. 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.
  • B. 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.
  • C. Mexican Federal Highway 70
    Mexican Federal Highway 70 is a major east–west roadway in Mexico that connects the Gulf coast city of Tampico with inland regions across several states.
  • D. 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.
  • E. Mexican Federal Highway 49
    Mexican Federal Highway 49 is a major north–south roadway in Mexico that connects several states in the north-central region and links important cities and transport corridors.
  • 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: Mazatlán–Durango highway
Triple: [Mexican Federal Highway 40, segmentKnownAs, Mazatlán–Durango highway]
Generated description
The Mazatlán–Durango highway is a major mountain-crossing roadway in northern Mexico, renowned for its numerous tunnels and bridges, including the record-setting Baluarte Bridge, which dramatically links the Pacific coast city of Mazatlán with the inland city of Durango.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mazatlán–Durango highway
Target entity description: The Mazatlán–Durango highway is a major mountain-crossing roadway in northern Mexico, renowned for its numerous tunnels and bridges, including the record-setting Baluarte Bridge, which dramatically links the Pacific coast city of Mazatlán with the inland city of Durango.
  • A. 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.
  • B. 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.
  • C. Mexican Federal Highway 70
    Mexican Federal Highway 70 is a major east–west roadway in Mexico that connects the Gulf coast city of Tampico with inland regions across several states.
  • D. 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.
  • E. Mexican Federal Highway 49
    Mexican Federal Highway 49 is a major north–south roadway in Mexico that connects several states in the north-central region and links important cities and transport corridors.
  • 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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafa3df0c8190804174695587f0ea completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7942668f481909c6d892fdfd32c02 completed May 3, 2026, 6:29 p.m.
NEDg Description generation batch_69f7955fce288190a7e426f467517a91 completed May 3, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69f7996cddf08190973e493fb788ce7a completed May 3, 2026, 6:52 p.m.
Created at: April 9, 2026, 9:44 p.m.