Triple

T2275999
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 95 E50771 entity
Predicate hasTollVariant P26880 FINISHED
Object Mexican Federal Highway 95D
Mexican Federal Highway 95D is a major toll expressway in Mexico that parallels and supplements Federal Highway 95, providing a faster, limited-access route between key cities along its corridor.
 E258237 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 95D | Statement: [Mexican Federal Highway 95, hasTollVariant, Mexican Federal Highway 95D]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 95D
Context triple: [Mexican Federal Highway 95, hasTollVariant, Mexican Federal Highway 95D]
  • A. 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.
  • B. Mexican Federal Highway 85D
    Mexican Federal Highway 85D is a major toll expressway in northeastern Mexico that parallels Federal Highway 85 and facilitates high-speed travel between the U.S. border and key inland cities.
  • C. Mexican Federal Highway 150D
    Mexican Federal Highway 150D is a major toll expressway in Mexico that forms part of the primary corridor linking Mexico City with the city of Puebla and the country's eastern regions.
  • D. 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.
  • E. Mexican Federal Highway 15D
    Mexican Federal Highway 15D is a major toll expressway in Mexico that parallels Federal Highway 15, providing a faster, limited-access route between key cities in the northwest and central regions of the country.
  • 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 95D
Triple: [Mexican Federal Highway 95, hasTollVariant, Mexican Federal Highway 95D]
Generated description
Mexican Federal Highway 95D is a major toll expressway in Mexico that parallels and supplements Federal Highway 95, providing a faster, limited-access route between key cities along its corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 95D
Target entity description: Mexican Federal Highway 95D is a major toll expressway in Mexico that parallels and supplements Federal Highway 95, providing a faster, limited-access route between key cities along its corridor.
  • A. 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.
  • B. Mexican Federal Highway 85D
    Mexican Federal Highway 85D is a major toll expressway in northeastern Mexico that parallels Federal Highway 85 and facilitates high-speed travel between the U.S. border and key inland cities.
  • C. Mexican Federal Highway 150D
    Mexican Federal Highway 150D is a major toll expressway in Mexico that forms part of the primary corridor linking Mexico City with the city of Puebla and the country's eastern regions.
  • D. 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.
  • E. Mexican Federal Highway 15D
    Mexican Federal Highway 15D is a major toll expressway in Mexico that parallels Federal Highway 15, providing a faster, limited-access route between key cities in the northwest and central regions of the country.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ecc600819095dd4f69af1d18d8 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae960554108190a202855ad0d3caaa completed March 9, 2026, 9:42 a.m.
NEDg Description generation batch_69ae96b399608190bfa846c433612142 completed March 9, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae977aac9c8190b5fecd5fea8893fd completed March 9, 2026, 9:48 a.m.
Created at: March 4, 2026, 7:48 p.m.