Triple

T13845045
Position Surface form Disambiguated ID Type / Status
Subject Uruapan E332778 entity
Predicate locatedOnTransportRoute P2409 FINISHED
Object Mexican Federal Highway 14
Mexican Federal Highway 14 is a major federal roadway in Mexico that connects key cities in Michoacán, including Uruapan, facilitating regional travel and commerce.
E1086628 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 14 | Statement: [Uruapan, locatedOnTransportRoute, Mexican Federal Highway 14]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 14
Context triple: [Uruapan, locatedOnTransportRoute, Mexican Federal Highway 14]
  • A. Mexican Federal Highway 145
    Mexican Federal Highway 145 is a major roadway in Mexico that serves as an important regional connector within the federal highway network, linking communities and facilitating transport and commerce.
  • B. 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.
  • C. Mexican Federal Highway 184
    Mexican Federal Highway 184 is a federal roadway in Mexico’s Yucatán Peninsula that links inland communities with major coastal routes and tourist destinations.
  • D. 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.
  • E. Mexican Federal Highway 150
    Mexican Federal Highway 150 is a major east–west route in Mexico that connects Mexico City with the port city of Veracruz, serving as a key corridor for transportation and commerce.
  • 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 14
Triple: [Uruapan, locatedOnTransportRoute, Mexican Federal Highway 14]
Generated description
Mexican Federal Highway 14 is a major federal roadway in Mexico that connects key cities in Michoacán, including Uruapan, facilitating regional travel and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 14
Target entity description: Mexican Federal Highway 14 is a major federal roadway in Mexico that connects key cities in Michoacán, including Uruapan, facilitating regional travel and commerce.
  • A. Mexican Federal Highway 145
    Mexican Federal Highway 145 is a major roadway in Mexico that serves as an important regional connector within the federal highway network, linking communities and facilitating transport and commerce.
  • B. 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.
  • C. Mexican Federal Highway 184
    Mexican Federal Highway 184 is a federal roadway in Mexico’s Yucatán Peninsula that links inland communities with major coastal routes and tourist destinations.
  • D. 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.
  • E. Mexican Federal Highway 150
    Mexican Federal Highway 150 is a major east–west route in Mexico that connects Mexico City with the port city of Veracruz, serving as a key corridor for transportation and commerce.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02b1a25c8190a9f85ba43c421188 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69fd192957008190b525778430b56ca0 completed May 7, 2026, 10:58 p.m.
NEDg Description generation batch_69fd1fb29ef88190bfa15c163ca392ed completed May 7, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69fd2006221081908ab46e1eadb52e3d completed May 7, 2026, 11:28 p.m.
Created at: April 9, 2026, 10:13 p.m.