Triple

T8598057
Position Surface form Disambiguated ID Type / Status
Subject Pachuca metropolitan area E203599 entity
Predicate roadNetworkIncludes P3374 FINISHED
Object Mexico–Pachuca Highway
The Mexico–Pachuca Highway is a major roadway connecting Mexico City with the city of Pachuca, serving as a key commuter and transport corridor in central Mexico.
E744739 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–Pachuca Highway | Statement: [Pachuca metropolitan area, roadNetworkIncludes, Mexico–Pachuca Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexico–Pachuca Highway
Context triple: [Pachuca metropolitan area, roadNetworkIncludes, Mexico–Pachuca Highway]
  • A. 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.
  • B. 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.
  • C. Mexican Federal Highway 3
    Mexican Federal Highway 3 is a federal roadway in northwestern Mexico that links the U.S. border region in Sonora with key destinations in Baja California, including the Ensenada area.
  • 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 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.
  • 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–Pachuca Highway
Triple: [Pachuca metropolitan area, roadNetworkIncludes, Mexico–Pachuca Highway]
Generated description
The Mexico–Pachuca Highway is a major roadway connecting Mexico City with the city of Pachuca, serving as a key commuter and transport corridor in central Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexico–Pachuca Highway
Target entity description: The Mexico–Pachuca Highway is a major roadway connecting Mexico City with the city of Pachuca, serving as a key commuter and transport corridor in central Mexico.
  • A. 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.
  • B. 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.
  • C. Mexican Federal Highway 3
    Mexican Federal Highway 3 is a federal roadway in northwestern Mexico that links the U.S. border region in Sonora with key destinations in Baja California, including the Ensenada area.
  • 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 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.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46cacbe88190b95beeedc9f480b0 completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8dd86d08190a7f8e674e16dd8b6 completed April 2, 2026, 5:35 p.m.
NEDg Description generation batch_69cea9d0dad0819095134f6f8cafb4c0 completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa7025388190a3f17aca46d4858e completed April 2, 2026, 5:42 p.m.
Created at: March 30, 2026, 6:24 p.m.