Triple

T15025275
Position Surface form Disambiguated ID Type / Status
Subject Federal Highway 2 E378193 entity
Predicate hasJunction P1018 FINISHED
Object Tijuana border crossings
Tijuana border crossings are major international ports of entry between Tijuana, Mexico, and the United States, serving as some of the busiest land border crossings in the world for both people and commercial traffic.
E1134335 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: Tijuana border crossings | Statement: [Federal Highway 2, hasJunction, Tijuana border crossings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tijuana border crossings
Context triple: [Federal Highway 2, hasJunction, Tijuana border crossings]
  • A. Nogales border crossing
    The Nogales border crossing is a major international port of entry between Nogales, Arizona, and Nogales, Sonora, serving as a key gateway for commercial trade and passenger traffic between the United States and Mexico.
  • B. Mexicali border crossing
    The Mexicali border crossing is a major port of entry between Mexicali, Mexico, and Calexico, California, facilitating significant commercial and passenger traffic between the two countries.
  • C. Ciudad Cuauhtémoc–La Mesilla border crossing
    The Ciudad Cuauhtémoc–La Mesilla border crossing is an international checkpoint linking southern Mexico and Guatemala, serving as a key route for regional trade and passenger travel in Central America.
  • D. Ciudad Hidalgo–Tecún Umán border crossing
    The Ciudad Hidalgo–Tecún Umán border crossing is a key international transit point between Mexico and Guatemala, facilitating road traffic, trade, and migration across the Suchiate River.
  • E. El Paso–Ciudad Juárez crossing
    The El Paso–Ciudad Juárez crossing is a major binational urban gateway where the U.S. city of El Paso, Texas, and the Mexican city of Ciudad Juárez meet, forming one of the busiest land ports of entry between the two countries.
  • 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: Tijuana border crossings
Triple: [Federal Highway 2, hasJunction, Tijuana border crossings]
Generated description
Tijuana border crossings are major international ports of entry between Tijuana, Mexico, and the United States, serving as some of the busiest land border crossings in the world for both people and commercial traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tijuana border crossings
Target entity description: Tijuana border crossings are major international ports of entry between Tijuana, Mexico, and the United States, serving as some of the busiest land border crossings in the world for both people and commercial traffic.
  • A. Nogales border crossing
    The Nogales border crossing is a major international port of entry between Nogales, Arizona, and Nogales, Sonora, serving as a key gateway for commercial trade and passenger traffic between the United States and Mexico.
  • B. Mexicali border crossing
    The Mexicali border crossing is a major port of entry between Mexicali, Mexico, and Calexico, California, facilitating significant commercial and passenger traffic between the two countries.
  • C. Ciudad Cuauhtémoc–La Mesilla border crossing
    The Ciudad Cuauhtémoc–La Mesilla border crossing is an international checkpoint linking southern Mexico and Guatemala, serving as a key route for regional trade and passenger travel in Central America.
  • D. Ciudad Hidalgo–Tecún Umán border crossing
    The Ciudad Hidalgo–Tecún Umán border crossing is a key international transit point between Mexico and Guatemala, facilitating road traffic, trade, and migration across the Suchiate River.
  • E. El Paso–Ciudad Juárez crossing
    The El Paso–Ciudad Juárez crossing is a major binational urban gateway where the U.S. city of El Paso, Texas, and the Mexican city of Ciudad Juárez meet, forming one of the busiest land ports of entry between the two countries.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7de117c8190a1b9fa8d1602057e completed April 15, 2026, 12:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9dd499108190b803c6afc0fa00bc completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fea09ea0e081908daed335c734c8c0 completed May 9, 2026, 2:49 a.m.
NED2 Entity disambiguation (via description) batch_69fea0fd72508190a413f5bb07d1df28 completed May 9, 2026, 2:50 a.m.
Created at: April 10, 2026, 2:57 a.m.