Triple

T10534931
Position Surface form Disambiguated ID Type / Status
Subject Xpujil E248538 entity
Predicate roadAccess P385 FINISHED
Object Mexican Federal Highway 186
Mexican Federal Highway 186 is a major east–west roadway in southeastern Mexico that connects key towns and archaeological zones across the Yucatán Peninsula and the state of Campeche.
E868681 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 186 | Statement: [Xpujil, roadAccess, Mexican Federal Highway 186]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 186
Context triple: [Xpujil, roadAccess, Mexican Federal Highway 186]
  • A. Mexican Federal Highway 180
    Mexican Federal Highway 180 is a major east–west route in Mexico that runs largely along the Gulf of Mexico coast, connecting numerous coastal cities and serving as a key corridor for regional trade and tourism.
  • B. Mexican Federal Highway 175
    Mexican Federal Highway 175 is a major north–south roadway in Mexico that traverses the state of Oaxaca, connecting coastal regions with the country’s interior and serving as an important route for local and regional transportation.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 186
Triple: [Xpujil, roadAccess, Mexican Federal Highway 186]
Generated description
Mexican Federal Highway 186 is a major east–west roadway in southeastern Mexico that connects key towns and archaeological zones across the Yucatán Peninsula and the state of Campeche.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 186
Target entity description: Mexican Federal Highway 186 is a major east–west roadway in southeastern Mexico that connects key towns and archaeological zones across the Yucatán Peninsula and the state of Campeche.
  • A. Mexican Federal Highway 180
    Mexican Federal Highway 180 is a major east–west route in Mexico that runs largely along the Gulf of Mexico coast, connecting numerous coastal cities and serving as a key corridor for regional trade and tourism.
  • B. Mexican Federal Highway 175
    Mexican Federal Highway 175 is a major north–south roadway in Mexico that traverses the state of Oaxaca, connecting coastal regions with the country’s interior and serving as an important route for local and regional transportation.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d381c5c7448190bec34bee7ec72bac completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d50a1a754c8190b53f2df28a1dfef1 completed April 7, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90e507b408190ae3538d02536ef4c completed April 10, 2026, 2:50 p.m.
NEDg Description generation batch_69d91233a5d081908a8c9f6a3177f40e completed April 10, 2026, 3:07 p.m.
NED2 Entity disambiguation (via description) batch_69d912d18d2081909a6ebce1af1fb96a completed April 10, 2026, 3:10 p.m.
Created at: April 6, 2026, 12:31 p.m.