Triple

T3704902
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 190 E80867 entity
Predicate isSegmentOf P35 FINISHED
Object Inter-American Highway in Mexico
The Inter-American Highway in Mexico is the portion of the Pan-American Highway system that traverses southern Mexico, connecting central regions to the Guatemalan border and facilitating international overland travel and trade.
E385299 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: Inter-American Highway in Mexico | Statement: [Mexican Federal Highway 190, isSegmentOf, Inter-American Highway in Mexico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inter-American Highway in Mexico
Context triple: [Mexican Federal Highway 190, isSegmentOf, Inter-American Highway in Mexico]
  • A. Mexican Federal Highway 1
    Mexican Federal Highway 1 is a major north–south roadway that runs the length of the Baja California Peninsula in Mexico, connecting the U.S. border to numerous cities and coastal destinations.
  • B. Mexican Federal Highway 40
    Mexican Federal Highway 40 is a major east–west route in northern Mexico that connects the Pacific coast city of Mazatlán in Sinaloa with the inland city of Reynosa in Tamaulipas, traversing the Sierra Madre Occidental.
  • C. 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.
  • D. Mexican Federal Highway network
    The Mexican Federal Highway network is the nationwide system of major roads in Mexico that connects cities, regions, and borders, facilitating long-distance travel and commerce across the country.
  • E. Mexico–Querétaro Highway
    The Mexico–Querétaro Highway is a major federal toll road in central Mexico that connects Mexico City with the city of Querétaro, serving as a key corridor for regional and national transportation.
  • 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: Inter-American Highway in Mexico
Triple: [Mexican Federal Highway 190, isSegmentOf, Inter-American Highway in Mexico]
Generated description
The Inter-American Highway in Mexico is the portion of the Pan-American Highway system that traverses southern Mexico, connecting central regions to the Guatemalan border and facilitating international overland travel and trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inter-American Highway in Mexico
Target entity description: The Inter-American Highway in Mexico is the portion of the Pan-American Highway system that traverses southern Mexico, connecting central regions to the Guatemalan border and facilitating international overland travel and trade.
  • A. Mexican Federal Highway 1
    Mexican Federal Highway 1 is a major north–south roadway that runs the length of the Baja California Peninsula in Mexico, connecting the U.S. border to numerous cities and coastal destinations.
  • B. Mexican Federal Highway 40
    Mexican Federal Highway 40 is a major east–west route in northern Mexico that connects the Pacific coast city of Mazatlán in Sinaloa with the inland city of Reynosa in Tamaulipas, traversing the Sierra Madre Occidental.
  • C. 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.
  • D. Mexican Federal Highway network
    The Mexican Federal Highway network is the nationwide system of major roads in Mexico that connects cities, regions, and borders, facilitating long-distance travel and commerce across the country.
  • E. Mexico–Querétaro Highway
    The Mexico–Querétaro Highway is a major federal toll road in central Mexico that connects Mexico City with the city of Querétaro, serving as a key corridor for regional and national transportation.
  • 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc54bbfcc8190bec9c16e3749c3b1 completed March 8, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e4e9959881908b29fd6c5e344169 completed March 14, 2026, 4:32 a.m.
NEDg Description generation batch_69b4e5dcec648190bd351ed8967a2e9d completed March 14, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69b4e63a79088190a0d640dc5170ded0 completed March 14, 2026, 4:38 a.m.
Created at: March 8, 2026, 3:33 p.m.