Triple

T2998566
Position Surface form Disambiguated ID Type / Status
Subject Tampico, Mexico E81128 entity
Predicate roadConnection P385 FINISHED
Object Mexican Federal Highway 70
Mexican Federal Highway 70 is a major east–west roadway in Mexico that connects the Gulf coast city of Tampico with inland regions across several states.
 E330394 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 70 | Statement: [Tampico, Mexico, roadConnection, Mexican Federal Highway 70]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 70
Context triple: [Tampico, Mexico, roadConnection, Mexican Federal Highway 70]
  • A. Mexican Federal Highway 57
    Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.
  • B. Mexican Federal Highway 95
    Mexican Federal Highway 95 is a major north–south roadway in Mexico that connects Mexico City with the Pacific coast city of Acapulco, traversing diverse terrains including the Sierra Madre del Sur.
  • C. Mexican Federal Highway 85
    Mexican Federal Highway 85 is a major north–south Mexican roadway that begins at the U.S. border in Nuevo Laredo and runs through key cities toward central and southern Mexico.
  • D. Mexican Federal Highway 49
    Mexican Federal Highway 49 is a major north–south roadway in Mexico that connects several states in the north-central region and links important cities and transport 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: Mexican Federal Highway 70
Triple: [Tampico, Mexico, roadConnection, Mexican Federal Highway 70]
Generated description
Mexican Federal Highway 70 is a major east–west roadway in Mexico that connects the Gulf coast city of Tampico with inland regions across several states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 70
Target entity description: Mexican Federal Highway 70 is a major east–west roadway in Mexico that connects the Gulf coast city of Tampico with inland regions across several states.
  • A. Mexican Federal Highway 57
    Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.
  • B. Mexican Federal Highway 95
    Mexican Federal Highway 95 is a major north–south roadway in Mexico that connects Mexico City with the Pacific coast city of Acapulco, traversing diverse terrains including the Sierra Madre del Sur.
  • C. Mexican Federal Highway 85
    Mexican Federal Highway 85 is a major north–south Mexican roadway that begins at the U.S. border in Nuevo Laredo and runs through key cities toward central and southern Mexico.
  • D. Mexican Federal Highway 49
    Mexican Federal Highway 49 is a major north–south roadway in Mexico that connects several states in the north-central region and links important cities and transport 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f766408190a5591efce8346bb9 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f38a1548190bdddf65853632db1 completed March 12, 2026, 12:56 a.m.
NEDg Description generation batch_69b2102e35b08190ad9ca397f0c937da completed March 12, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b21458b07081909d75886e0d9f88e9 completed March 12, 2026, 1:18 a.m.
Created at: March 8, 2026, 2:59 p.m.