Triple

T15055601
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 67 E379481 entity
Predicate connectsTo P845 FINISHED
Object Mexican Federal Highway 16 at Presidio–Ojinaga border crossing
Mexican Federal Highway 16 at the Presidio–Ojinaga border crossing is a major Mexican roadway that links the border city of Ojinaga, Chihuahua with the U.S. highway network and serves as an important international trade and travel corridor between Mexico and Texas.
E1134956 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 16 at Presidio–Ojinaga border crossing | Statement: [U.S. Route 67, connectsTo, Mexican Federal Highway 16 at Presidio–Ojinaga border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 16 at Presidio–Ojinaga border crossing
Context triple: [U.S. Route 67, connectsTo, Mexican Federal Highway 16 at Presidio–Ojinaga border crossing]
  • A. Inter-American Highway in Mexico
    The Inter-American Highway in Mexico is the portion of the Pan-American Highway system that traverses southern Mexico, connecting central regions to the Guatemalan border and facilitating international overland travel and trade.
  • B. Mexican Federal Highway 1 in La Paz area
    Mexican Federal Highway 1 in the La Paz area is a major north–south roadway on the Baja California Peninsula that serves as a primary transportation corridor connecting the city of La Paz with other regions of Mexico.
  • C. Mexican Federal Highway 150
    Mexican Federal Highway 150 is a major east–west route in Mexico that connects Mexico City with the port city of Veracruz, serving as a key corridor for transportation and commerce.
  • D. Mexican Federal Highway 15
    Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
  • E. Mexican Federal Highway 186
    Mexican Federal Highway 186 is a major east–west roadway in southeastern Mexico that connects key towns and archaeological zones across the Yucatán Peninsula and the state of Campeche.
  • 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 16 at Presidio–Ojinaga border crossing
Triple: [U.S. Route 67, connectsTo, Mexican Federal Highway 16 at Presidio–Ojinaga border crossing]
Generated description
Mexican Federal Highway 16 at the Presidio–Ojinaga border crossing is a major Mexican roadway that links the border city of Ojinaga, Chihuahua with the U.S. highway network and serves as an important international trade and travel corridor between Mexico and Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 16 at Presidio–Ojinaga border crossing
Target entity description: Mexican Federal Highway 16 at the Presidio–Ojinaga border crossing is a major Mexican roadway that links the border city of Ojinaga, Chihuahua with the U.S. highway network and serves as an important international trade and travel corridor between Mexico and Texas.
  • A. Inter-American Highway in Mexico
    The Inter-American Highway in Mexico is the portion of the Pan-American Highway system that traverses southern Mexico, connecting central regions to the Guatemalan border and facilitating international overland travel and trade.
  • B. Mexican Federal Highway 1 in La Paz area
    Mexican Federal Highway 1 in the La Paz area is a major north–south roadway on the Baja California Peninsula that serves as a primary transportation corridor connecting the city of La Paz with other regions of Mexico.
  • C. Mexican Federal Highway 150
    Mexican Federal Highway 150 is a major east–west route in Mexico that connects Mexico City with the port city of Veracruz, serving as a key corridor for transportation and commerce.
  • D. Mexican Federal Highway 15
    Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
  • E. Mexican Federal Highway 186
    Mexican Federal Highway 186 is a major east–west roadway in southeastern Mexico that connects key towns and archaeological zones across the Yucatán Peninsula and the state of Campeche.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69deda937f788190899d81bbb2084443 completed April 15, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5c11fb4819086c4b85a8d29ccf7 completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea70a10b88190aac09e3b690afa6f completed May 9, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_69fea82a80888190bbb0de39a8959a6e completed May 9, 2026, 3:21 a.m.
Created at: April 10, 2026, 3:01 a.m.