Triple

T11844291
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 57 E281731 entity
Predicate parallelTo P1868 FINISHED
Object 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.
 E954189 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 57D | Statement: [Mexican Federal Highway 57, parallelTo, Mexican Federal Highway 57D]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 57D
Context triple: [Mexican Federal Highway 57, parallelTo, Mexican Federal Highway 57D]
  • A. Mexican Federal Highway 57
    Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.
  • B. 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.
  • C. Mexican Federal Highway 85D
    Mexican Federal Highway 85D is a major toll expressway in northeastern Mexico that parallels Federal Highway 85 and facilitates high-speed travel between the U.S. border and key inland cities.
  • D. Mexican Federal Highway 54
    Mexican Federal Highway 54 is a major north–south roadway in Mexico that links several states in the western and central regions, serving as an important route for regional and long-distance travel.
  • E. Mexican Federal Highway 37D
    Mexican Federal Highway 37D is a toll expressway in Mexico that forms part of the federal highway network, providing high-speed regional connectivity between major cities in the Bajío and western 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: Mexican Federal Highway 57D
Triple: [Mexican Federal Highway 57, parallelTo, Mexican Federal Highway 57D]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 57D
Target entity description: 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.
  • A. Mexican Federal Highway 57
    Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.
  • B. 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.
  • C. Mexican Federal Highway 85D
    Mexican Federal Highway 85D is a major toll expressway in northeastern Mexico that parallels Federal Highway 85 and facilitates high-speed travel between the U.S. border and key inland cities.
  • D. Mexican Federal Highway 54
    Mexican Federal Highway 54 is a major north–south roadway in Mexico that links several states in the western and central regions, serving as an important route for regional and long-distance travel.
  • E. Mexican Federal Highway 37D
    Mexican Federal Highway 37D is a toll expressway in Mexico that forms part of the federal highway network, providing high-speed regional connectivity between major cities in the Bajío and western 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a65a597c8190b09f57463b279afc completed April 10, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69f43fb078148190bdd7f36c6b292670 completed May 1, 2026, 5:52 a.m.
NEDg Description generation batch_69f448f506a48190a0f1b89ad570fad5 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44ad185cc8190893cf663cfed6980 completed May 1, 2026, 6:40 a.m.
Created at: April 8, 2026, 9:43 p.m.