Triple

T10795897
Position Surface form Disambiguated ID Type / Status
Subject Tuxtla Gutiérrez E254704 entity
Predicate isServedBy P1293 FINISHED
Object Federal Highway 145D
Federal Highway 145D is a major toll roadway in Mexico that forms part of the federal highway network, facilitating regional connectivity and access to key cities such as Tuxtla Gutiérrez.
E1364302 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: Federal Highway 145D | Statement: [Tuxtla Gutiérrez, isServedBy, Federal Highway 145D]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Highway 145D
Context triple: [Tuxtla Gutiérrez, isServedBy, Federal Highway 145D]
  • A. Federal Highway 150D
    Federal Highway 150D is a major toll expressway in central Mexico that forms part of the primary route connecting Mexico City with the port city of Veracruz.
  • B. Federal Highway 190D
    Federal Highway 190D is a major toll highway in southern Mexico that facilitates high-speed regional connectivity, including access to the city of Tuxtla Gutiérrez.
  • C. Federal Highway 136
    Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
  • D. Federal Highway 186
    Federal Highway 186 is a major Mexican roadway that runs across the southern part of the country, linking key cities and regions in states such as Tabasco and Campeche.
  • E. Highway 410
    Highway 410 is a major controlled-access freeway in Ontario, Canada, that connects the city of Mississauga to Brampton and links to other key routes in the Greater Toronto Area.
  • 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: Federal Highway 145D
Triple: [Tuxtla Gutiérrez, isServedBy, Federal Highway 145D]
Generated description
Federal Highway 145D is a major toll roadway in Mexico that forms part of the federal highway network, facilitating regional connectivity and access to key cities such as Tuxtla Gutiérrez.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Highway 145D
Target entity description: Federal Highway 145D is a major toll roadway in Mexico that forms part of the federal highway network, facilitating regional connectivity and access to key cities such as Tuxtla Gutiérrez.
  • A. Federal Highway 150D
    Federal Highway 150D is a major toll expressway in central Mexico that forms part of the primary route connecting Mexico City with the port city of Veracruz.
  • B. Federal Highway 190D
    Federal Highway 190D is a major toll highway in southern Mexico that facilitates high-speed regional connectivity, including access to the city of Tuxtla Gutiérrez.
  • C. Federal Highway 136
    Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
  • D. Federal Highway 186
    Federal Highway 186 is a major Mexican roadway that runs across the southern part of the country, linking key cities and regions in states such as Tabasco and Campeche.
  • E. Highway 410
    Highway 410 is a major controlled-access freeway in Ontario, Canada, that connects the city of Mississauga to Brampton and links to other key routes in the Greater Toronto Area.
  • 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_69d6aa61c15c8190a1839550c56e75e1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d73332dbfc8190904434846957b618 completed April 9, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0700c341c08190962c16d616a6e31a completed May 15, 2026, 11:17 a.m.
NEDg Description generation batch_6a0701325a28819090367843e04f2f3f completed May 15, 2026, 11:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0701d18c5c819091427fc872dd18cb completed May 15, 2026, 11:21 a.m.
Created at: April 8, 2026, 9:17 p.m.