Triple

T10540807
Position Surface form Disambiguated ID Type / Status
Subject León E248688 entity
Predicate roadConnection P385 FINISHED
Object Mexican Federal Highway 37D
Mexican Federal Highway 37D is a toll expressway in Mexico that forms part of the federal highway network, providing high-speed regional connectivity between major cities in the Bajío and western regions.
E872232 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 37D | Statement: [León, roadConnection, Mexican Federal Highway 37D]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 37D
Context triple: [León, roadConnection, Mexican Federal Highway 37D]
  • A. Mexican Federal Highway 307
    Mexican Federal Highway 307 is a major coastal route in the Mexican state of Quintana Roo that connects key tourist destinations along the Riviera Maya, including Cancún and Tulum.
  • B. Mexican Federal Highway 45D
    Mexican Federal Highway 45D is a major toll expressway in Mexico that parallels and provides a faster alternative to the free Federal Highway 45 along key north–south routes.
  • C. Mexican Federal Highway 175
    Mexican Federal Highway 175 is a major north–south roadway in Mexico that traverses the state of Oaxaca, connecting coastal regions with the country’s interior and serving as an important route for local and regional transportation.
  • D. 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.
  • E. 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.
  • 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 37D
Triple: [León, roadConnection, Mexican Federal Highway 37D]
Generated description
Mexican Federal Highway 37D is a toll expressway in Mexico that forms part of the federal highway network, providing high-speed regional connectivity between major cities in the Bajío and western regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 37D
Target entity description: Mexican Federal Highway 37D is a toll expressway in Mexico that forms part of the federal highway network, providing high-speed regional connectivity between major cities in the Bajío and western regions.
  • A. Mexican Federal Highway 307
    Mexican Federal Highway 307 is a major coastal route in the Mexican state of Quintana Roo that connects key tourist destinations along the Riviera Maya, including Cancún and Tulum.
  • B. Mexican Federal Highway 45D
    Mexican Federal Highway 45D is a major toll expressway in Mexico that parallels and provides a faster alternative to the free Federal Highway 45 along key north–south routes.
  • C. Mexican Federal Highway 175
    Mexican Federal Highway 175 is a major north–south roadway in Mexico that traverses the state of Oaxaca, connecting coastal regions with the country’s interior and serving as an important route for local and regional transportation.
  • D. 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.
  • E. 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.
  • 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_69d381c733c08190ab1dd6239f5f34ae completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d50a582be48190856c6f272eea4dcf completed April 7, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69d94b23b2988190b536d5ecb76298ff completed April 10, 2026, 7:10 p.m.
NEDg Description generation batch_69d94ca07da481908f2d546f8ddc9326 completed April 10, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69d94e8687bc819082b672a64bf85500 completed April 10, 2026, 7:24 p.m.
Created at: April 6, 2026, 12:32 p.m.