Triple

T6741870
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway network E154100 entity
Predicate numberingScheme P3378 FINISHED
Object Mexican Federal Highway numbering system
The Mexican Federal Highway numbering system is the standardized scheme used to assign route numbers to Mexico’s federal highways, organizing them by orientation, region, and hierarchy for navigation and administration.
E154100 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 numbering system | Statement: [Mexican Federal Highway network, numberingScheme, Mexican Federal Highway numbering system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway numbering system
Context triple: [Mexican Federal Highway network, numberingScheme, Mexican Federal Highway numbering system]
  • A. Mexican Federal Highway network
    The Mexican Federal Highway network is the nationwide system of major roads in Mexico that connects cities, regions, and borders, facilitating long-distance travel and commerce across the country.
  • B. Mexican Federal Highway 190
    Mexican Federal Highway 190 is a major east–west roadway in southern Mexico that forms part of the Inter-American Highway, connecting central regions to the Guatemalan border.
  • C. Mexican Federal Highway 15
    Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
  • D. Mexican Federal Highway 95
    Mexican Federal Highway 95 is a major north–south roadway in Mexico that connects Mexico City with the Pacific coast city of Acapulco, traversing diverse terrains including the Sierra Madre del Sur.
  • E. Mexican Federal Highway 150D
    Mexican Federal Highway 150D is a major toll expressway in Mexico that forms part of the primary corridor linking Mexico City with the city of Puebla and the country's eastern 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 numbering system
Triple: [Mexican Federal Highway network, numberingScheme, Mexican Federal Highway numbering system]
Generated description
The Mexican Federal Highway numbering system is the standardized scheme used to assign route numbers to Mexico’s federal highways, organizing them by orientation, region, and hierarchy for navigation and administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway numbering system
Target entity description: The Mexican Federal Highway numbering system is the standardized scheme used to assign route numbers to Mexico’s federal highways, organizing them by orientation, region, and hierarchy for navigation and administration.
  • A. Mexican Federal Highway network chosen
    The Mexican Federal Highway network is the nationwide system of major roads in Mexico that connects cities, regions, and borders, facilitating long-distance travel and commerce across the country.
  • B. Mexican Federal Highway 190
    Mexican Federal Highway 190 is a major east–west roadway in southern Mexico that forms part of the Inter-American Highway, connecting central regions to the Guatemalan border.
  • C. Mexican Federal Highway 15
    Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
  • D. Mexican Federal Highway 95
    Mexican Federal Highway 95 is a major north–south roadway in Mexico that connects Mexico City with the Pacific coast city of Acapulco, traversing diverse terrains including the Sierra Madre del Sur.
  • E. Mexican Federal Highway 150D
    Mexican Federal Highway 150D is a major toll expressway in Mexico that forms part of the primary corridor linking Mexico City with the city of Puebla and the country's eastern regions.
  • F. None of above.

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_69c6880d84d8819095d19de2295f26ac completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1b245988190a9d5260f4872bbea completed March 27, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b0fb79c8190ae9871b7b2d9d733 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70c4111848190906b0e43cf4ae325 completed March 27, 2026, 11:01 p.m.
NED2 Entity disambiguation (via description) batch_69c70cbb8644819091a8a9c061dfd605 completed March 27, 2026, 11:03 p.m.
Created at: March 27, 2026, 2:10 p.m.