Triple

T17329632
Position Surface form Disambiguated ID Type / Status
Subject Sonoyta E420779 entity
Predicate roadConnection P385 FINISHED
Object Mexican Federal Highway 8
Mexican Federal Highway 8 is a federal roadway in northwestern Mexico that links the U.S. border region near Sonoyta with coastal destinations on the Gulf of California in the state of Sonora.
E1264631 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 8 | Statement: [Sonoyta, roadConnection, Mexican Federal Highway 8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 8
Context triple: [Sonoyta, roadConnection, Mexican Federal Highway 8]
  • A. 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.
  • B. Mexican Federal Highway 83
    Mexican Federal Highway 83 is a federal roadway in northeastern Mexico that links Ciudad Victoria with other regional destinations as part of the national highway network.
  • C. Mexican Federal Highway 5
    Mexican Federal Highway 5 is a major north–south roadway in Baja California that connects the U.S.–Mexico border at Mexicali with coastal and desert communities along the Gulf of California.
  • D. Mexican Federal Highway 90
    Mexican Federal Highway 90 is a major east–west federal roadway in central-western Mexico that links several important cities and regions, facilitating regional trade and transportation.
  • E. 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.
  • 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 8
Triple: [Sonoyta, roadConnection, Mexican Federal Highway 8]
Generated description
Mexican Federal Highway 8 is a federal roadway in northwestern Mexico that links the U.S. border region near Sonoyta with coastal destinations on the Gulf of California in the state of Sonora.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 8
Target entity description: Mexican Federal Highway 8 is a federal roadway in northwestern Mexico that links the U.S. border region near Sonoyta with coastal destinations on the Gulf of California in the state of Sonora.
  • A. 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.
  • B. Mexican Federal Highway 83
    Mexican Federal Highway 83 is a federal roadway in northeastern Mexico that links Ciudad Victoria with other regional destinations as part of the national highway network.
  • C. Mexican Federal Highway 5
    Mexican Federal Highway 5 is a major north–south roadway in Baja California that connects the U.S.–Mexico border at Mexicali with coastal and desert communities along the Gulf of California.
  • D. Mexican Federal Highway 90
    Mexican Federal Highway 90 is a major east–west federal roadway in central-western Mexico that links several important cities and regions, facilitating regional trade and transportation.
  • E. 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.
  • 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_69d889d3adc881909319f1edb8d2a956 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e439d50b308190a255874a9b8f3cd3 completed April 19, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_6a019550d3bc8190bda76e83edc81063 completed May 11, 2026, 8:37 a.m.
NEDg Description generation batch_6a019b79d7148190abf4b41f0c84c62e completed May 11, 2026, 9:03 a.m.
NED2 Entity disambiguation (via description) batch_6a019c1b60f08190a6469602751e3471 completed May 11, 2026, 9:06 a.m.
Created at: April 10, 2026, 5:43 a.m.