Triple

T3065303
Position Surface form Disambiguated ID Type / Status
Subject Silao, Guanajuato, Mexico E62090 entity
Predicate roadAccess P385 FINISHED
Object Mexican Federal Highway 110
Mexican Federal Highway 110 is a federal roadway in Mexico that connects various cities and towns across multiple states in the central-western region of the country.
E335576 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 110 | Statement: [Silao, Guanajuato, Mexico, roadAccess, Mexican Federal Highway 110]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 110
Context triple: [Silao, Guanajuato, Mexico, roadAccess, Mexican Federal Highway 110]
  • A. 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.
  • 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 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 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.
  • E. 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.
  • 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 110
Triple: [Silao, Guanajuato, Mexico, roadAccess, Mexican Federal Highway 110]
Generated description
Mexican Federal Highway 110 is a federal roadway in Mexico that connects various cities and towns across multiple states in the central-western region of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 110
Target entity description: Mexican Federal Highway 110 is a federal roadway in Mexico that connects various cities and towns across multiple states in the central-western region of the country.
  • A. 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.
  • 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 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 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.
  • E. 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.
  • 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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada0fc01dc81908fbdf7c1ef73afe4 completed March 8, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24b21a2548190a04d122494f8c247 completed March 12, 2026, 5:12 a.m.
NEDg Description generation batch_69b24c5154008190aaaf07333de85370 completed March 12, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69b24cf888288190b02782467c932862 completed March 12, 2026, 5:19 a.m.
Created at: March 8, 2026, 3:02 p.m.