Triple

T2110331
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 1 E42485 entity
Predicate hasJunctionWith P1018 FINISHED
Object Mexican Federal Highway 19
Mexican Federal Highway 19 is a major federal roadway in Baja California Sur that connects coastal communities on the Pacific side of the peninsula and links them with the primary north–south route, Mexican Federal Highway 1.
E238803 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 19 | Statement: [Mexican Federal Highway 1, hasJunctionWith, Mexican Federal Highway 19]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 19
Context triple: [Mexican Federal Highway 1, hasJunctionWith, Mexican Federal Highway 19]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Mexican Federal Highway 200
    Mexican Federal Highway 200 is a major coastal roadway in Mexico that runs along much of the Pacific coast, connecting numerous cities and tourist destinations across several states.
  • 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 19
Triple: [Mexican Federal Highway 1, hasJunctionWith, Mexican Federal Highway 19]
Generated description
Mexican Federal Highway 19 is a major federal roadway in Baja California Sur that connects coastal communities on the Pacific side of the peninsula and links them with the primary north–south route, Mexican Federal Highway 1.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 19
Target entity description: Mexican Federal Highway 19 is a major federal roadway in Baja California Sur that connects coastal communities on the Pacific side of the peninsula and links them with the primary north–south route, Mexican Federal Highway 1.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Mexican Federal Highway 200
    Mexican Federal Highway 200 is a major coastal roadway in Mexico that runs along much of the Pacific coast, connecting numerous cities and tourist destinations across several states.
  • 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_69a8871040f08190aac2e2d0ab6b47ad completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbb024ce88190a30e1320e53b82bc completed March 7, 2026, 5:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58ca5bc88190abc61e3a6140f668 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae597198b88190b0253aa121ed35e1 completed March 9, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a02404c819088acf7c592cb2cae completed March 9, 2026, 5:26 a.m.
Created at: March 4, 2026, 7:43 p.m.