Triple

T2739784
Position Surface form Disambiguated ID Type / Status
Subject Naucalpan de Juárez E60720 entity
Predicate transportInfrastructure P1777 FINISHED
Object 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.
E294228 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: Mexico–Querétaro Highway | Statement: [Naucalpan de Juárez, transportInfrastructure, Mexico–Querétaro Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexico–Querétaro Highway
Context triple: [Naucalpan de Juárez, transportInfrastructure, Mexico–Querétaro Highway]
  • 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 2
    Mexican Federal Highway 2 is a major east–west roadway in northern Mexico that runs along the U.S. border, connecting multiple border crossings and key cities in the region.
  • C. Mexico City–Puebla highway
    The Mexico City–Puebla highway is a major toll expressway in central Mexico that serves as a primary transportation corridor between the capital, Mexico City, and the city of Puebla.
  • 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 55
    Mexican Federal Highway 55 is a major north–south federal roadway in Mexico that connects several central states and links important regional cities within the national highway network.
  • 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: Mexico–Querétaro Highway
Triple: [Naucalpan de Juárez, transportInfrastructure, Mexico–Querétaro Highway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexico–Querétaro Highway
Target entity description: 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.
  • 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 2
    Mexican Federal Highway 2 is a major east–west roadway in northern Mexico that runs along the U.S. border, connecting multiple border crossings and key cities in the region.
  • C. Mexico City–Puebla highway
    The Mexico City–Puebla highway is a major toll expressway in central Mexico that serves as a primary transportation corridor between the capital, Mexico City, and the city of Puebla.
  • 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 55
    Mexican Federal Highway 55 is a major north–south federal roadway in Mexico that connects several central states and links important regional cities within the national highway network.
  • 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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb2da94c8190bc9d23262e3dfc07 completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbc828388190af6c3b75ed765401 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc3b0aa08190ac0254e7e4300b9c completed March 10, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69afbcb25ee4819093a8bd77bbcd8a86 completed March 10, 2026, 6:39 a.m.
Created at: March 6, 2026, 9:56 p.m.