Triple

T1350600
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 15 E28871 entity
Predicate hasTollVariant P26880 FINISHED
Object Mexican Federal Highway 15D
Mexican Federal Highway 15D is a major toll expressway in Mexico that parallels Federal Highway 15, providing a faster, limited-access route between key cities in the northwest and central regions of the country.
E155113 NE FINISHED

How this triple was built (5 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 15D | Statement: [Mexican Federal Highway 15, hasTollVariant, Mexican Federal Highway 15D]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 15D
Context triple: [Mexican Federal Highway 15, hasTollVariant, Mexican Federal Highway 15D]
  • A. 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.
  • 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 45
    Mexican Federal Highway 45 is a major north–south roadway in Mexico that forms part of the Inter-American Highway, connecting key cities in the central and northern regions of the country.
  • 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 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.
  • 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 15D
Triple: [Mexican Federal Highway 15, hasTollVariant, Mexican Federal Highway 15D]
Generated description
Mexican Federal Highway 15D is a major toll expressway in Mexico that parallels Federal Highway 15, providing a faster, limited-access route between key cities in the northwest and central regions of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 15D
Target entity description: Mexican Federal Highway 15D is a major toll expressway in Mexico that parallels Federal Highway 15, providing a faster, limited-access route between key cities in the northwest and central regions of the country.
  • A. 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.
  • 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 45
    Mexican Federal Highway 45 is a major north–south roadway in Mexico that forms part of the Inter-American Highway, connecting key cities in the central and northern regions of the country.
  • 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 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTollVariant
Context triple: [Mexican Federal Highway 15, hasTollVariant, Mexican Federal Highway 15D]
  • A. hasToll
    Indicates that the use, access, or passage associated with something requires payment of a toll or fee.
  • B. hasTollSegment
    Indicates that a route, road, or path includes a segment where a toll must be paid.
  • C. tollingType
    Indicates the specific method or basis by which a toll, fee, or charge is applied or calculated in a given context.
  • D. isTollFacilityOf
    Indicates that a facility (such as a toll booth, plaza, or gantry) is part of, or used to collect tolls for, a specific toll road or toll transportation infrastructure.
  • E. hasCharge
    Indicates that an entity possesses a specific electrical or formal charge, such as positive, negative, or neutral.
  • F. None of above. chosen

Provenance (7 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26981d081909ca3b8d8cdf7cf2e completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce6a1dd48190b17ac5a7cf3ab933 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69acceac84748190bbf9dd9c9ba5561f completed March 8, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69accf1778b081908936977cd9317774 completed March 8, 2026, 1:21 a.m.
PD Predicate disambiguation batch_69a4bef5857c81909ae984feb85a26ca completed March 1, 2026, 10:34 p.m.
PDg Predicate description generation batch_69a4bf60545c8190901ccfb2cb7c4b41 completed March 1, 2026, 10:36 p.m.
Created at: March 1, 2026, 7:56 p.m.