Triple

T13578707
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 49 E324352 entity
Predicate hasTollSegment P3376 FINISHED
Object Mexican Federal Highway 49D
Mexican Federal Highway 49D is a tolled expressway in Mexico that runs parallel to and serves as a faster alternative to the free Mexican Federal Highway 49.
 E1076236 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 49D | Statement: [Mexican Federal Highway 49, hasTollSegment, Mexican Federal Highway 49D]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 49D
Context triple: [Mexican Federal Highway 49, hasTollSegment, Mexican Federal Highway 49D]
  • 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 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.
  • 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 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.
  • E. 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.
  • 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 49D
Triple: [Mexican Federal Highway 49, hasTollSegment, Mexican Federal Highway 49D]
Generated description
Mexican Federal Highway 49D is a tolled expressway in Mexico that runs parallel to and serves as a faster alternative to the free Mexican Federal Highway 49.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 49D
Target entity description: Mexican Federal Highway 49D is a tolled expressway in Mexico that runs parallel to and serves as a faster alternative to the free Mexican Federal Highway 49.
  • 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 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.
  • 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 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.
  • E. 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.
  • 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_69d80769100c819099111274614f5ed2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb03052088190a2b68c106059828e completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc3138cc48190acb28a18ac9bb3eb completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fc4348617881908262390a447ad7af completed May 7, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69fc446397988190bb0e415680312ac0 completed May 7, 2026, 7:50 a.m.
Created at: April 9, 2026, 9:48 p.m.