Triple

T2276009
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 95 E50771 entity
Predicate hasJunctionWith P1018 FINISHED
Object 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.
 E260993 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 180 | Statement: [Mexican Federal Highway 95, hasJunctionWith, Mexican Federal Highway 180]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 180
Context triple: [Mexican Federal Highway 95, hasJunctionWith, Mexican Federal Highway 180]
  • 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 85
    Mexican Federal Highway 85 is a major north–south Mexican roadway that begins at the U.S. border in Nuevo Laredo and runs through key cities toward central and southern Mexico.
  • 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 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 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.
  • 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 180
Triple: [Mexican Federal Highway 95, hasJunctionWith, Mexican Federal Highway 180]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 180
Target entity description: 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.
  • 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 85
    Mexican Federal Highway 85 is a major north–south Mexican roadway that begins at the U.S. border in Nuevo Laredo and runs through key cities toward central and southern Mexico.
  • 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 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 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.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ecc600819095dd4f69af1d18d8 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea86ab4cc8190ba2203c09f72aaa6 completed March 9, 2026, 11 a.m.
NEDg Description generation batch_69aeaa6cb58081909a0897d4cb328063 completed March 9, 2026, 11:09 a.m.
NED2 Entity disambiguation (via description) batch_69aeabb6d43481908899080f6ca58101 completed March 9, 2026, 11:15 a.m.
Created at: March 4, 2026, 7:48 p.m.