Triple

T13521130
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 40 E322896 entity
Predicate hasTollSegment P3376 FINISHED
Object Mexican Federal Highway 40D
Mexican Federal Highway 40D is a major tolled expressway in Mexico that provides a faster, safer, and more modern alternative route parallel to Federal Highway 40, particularly across the mountainous Durango–Mazatlán corridor.
 E1050394 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: Mexican Federal Highway 40D | Statement: [Mexican Federal Highway 40, hasTollSegment, Mexican Federal Highway 40D]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 40D
Context triple: [Mexican Federal Highway 40, hasTollSegment, Mexican Federal Highway 40D]
  • A. Mexican Federal Highway 45D
    Mexican Federal Highway 45D is a major toll expressway in Mexico that parallels and provides a faster alternative to the free Federal Highway 45 along key north–south routes.
  • B. Mexican Federal Highway 184
    Mexican Federal Highway 184 is a federal roadway in Mexico’s Yucatán Peninsula that links inland communities with major coastal routes and tourist destinations.
  • C. Mexican Federal Highway 57D
    Mexican Federal Highway 57D is a major toll expressway in Mexico that serves as a faster, limited-access alternative to the free Federal Highway 57 along a key north–south transportation corridor.
  • D. Mexican Federal Highway 40
    Mexican Federal Highway 40 is a major east–west route in northern Mexico that connects the Pacific coast city of Mazatlán in Sinaloa with the inland city of Reynosa in Tamaulipas, traversing the Sierra Madre Occidental.
  • E. Mexican Federal Highway 145
    Mexican Federal Highway 145 is a major roadway in Mexico that serves as an important regional connector within the federal highway network, linking communities and facilitating transport 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: Mexican Federal Highway 40D
Triple: [Mexican Federal Highway 40, hasTollSegment, Mexican Federal Highway 40D]
Generated description
Mexican Federal Highway 40D is a major tolled expressway in Mexico that provides a faster, safer, and more modern alternative route parallel to Federal Highway 40, particularly across the mountainous Durango–Mazatlán corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 40D
Target entity description: Mexican Federal Highway 40D is a major tolled expressway in Mexico that provides a faster, safer, and more modern alternative route parallel to Federal Highway 40, particularly across the mountainous Durango–Mazatlán corridor.
  • A. Mexican Federal Highway 45D
    Mexican Federal Highway 45D is a major toll expressway in Mexico that parallels and provides a faster alternative to the free Federal Highway 45 along key north–south routes.
  • B. Mexican Federal Highway 184
    Mexican Federal Highway 184 is a federal roadway in Mexico’s Yucatán Peninsula that links inland communities with major coastal routes and tourist destinations.
  • C. Mexican Federal Highway 57D
    Mexican Federal Highway 57D is a major toll expressway in Mexico that serves as a faster, limited-access alternative to the free Federal Highway 57 along a key north–south transportation corridor.
  • D. Mexican Federal Highway 40
    Mexican Federal Highway 40 is a major east–west route in northern Mexico that connects the Pacific coast city of Mazatlán in Sinaloa with the inland city of Reynosa in Tamaulipas, traversing the Sierra Madre Occidental.
  • E. Mexican Federal Highway 145
    Mexican Federal Highway 145 is a major roadway in Mexico that serves as an important regional connector within the federal highway network, linking communities and facilitating transport 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_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_69f77f8239c481909faf5a9c403b55f2 completed May 3, 2026, 5:01 p.m.
NEDg Description generation batch_69f7800caaf0819085e553f96a9f99cf completed May 3, 2026, 5:04 p.m.
NED2 Entity disambiguation (via description) batch_69f78089050c81909943164d1a41a37f completed May 3, 2026, 5:06 p.m.
Created at: April 9, 2026, 9:44 p.m.