Triple

T9022538
Position Surface form Disambiguated ID Type / Status
Subject Southwest Arizona E215761 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Lukeville Port of Entry
Lukeville Port of Entry is a U.S.–Mexico border crossing facility in southern Arizona that serves as a gateway for travelers and commercial traffic between Arizona and Sonora.
 E774192 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: Lukeville Port of Entry | Statement: [Southwest Arizona, hasBorderCrossing, Lukeville Port of Entry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lukeville Port of Entry
Context triple: [Southwest Arizona, hasBorderCrossing, Lukeville Port of Entry]
  • A. Anthony Port of Entry
    Anthony Port of Entry is a U.S.–Mexico border crossing facility located near the community of Anthony in southern New Mexico, serving as a checkpoint for international travel and trade.
  • B. San Luis Port of Entry
    San Luis Port of Entry is a major U.S.–Mexico border crossing facility near San Luis, Arizona, that handles significant vehicular and pedestrian traffic between the two countries.
  • C. Santa Teresa Port of Entry
    Santa Teresa Port of Entry is a major U.S.–Mexico border crossing facility in southern New Mexico that handles commercial and passenger traffic between the two countries.
  • D. Andrade Port of Entry
    Andrade Port of Entry is a U.S.–Mexico border crossing facility in southeastern California that serves as a gateway between Imperial County and the Mexican state of Baja California.
  • E. Laredo Port of Entry
    Laredo Port of Entry is a major U.S.–Mexico border crossing in Laredo, Texas, and one of the busiest land ports for commercial trade 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: Lukeville Port of Entry
Triple: [Southwest Arizona, hasBorderCrossing, Lukeville Port of Entry]
Generated description
Lukeville Port of Entry is a U.S.–Mexico border crossing facility in southern Arizona that serves as a gateway for travelers and commercial traffic between Arizona and Sonora.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lukeville Port of Entry
Target entity description: Lukeville Port of Entry is a U.S.–Mexico border crossing facility in southern Arizona that serves as a gateway for travelers and commercial traffic between Arizona and Sonora.
  • A. Anthony Port of Entry
    Anthony Port of Entry is a U.S.–Mexico border crossing facility located near the community of Anthony in southern New Mexico, serving as a checkpoint for international travel and trade.
  • B. San Luis Port of Entry
    San Luis Port of Entry is a major U.S.–Mexico border crossing facility near San Luis, Arizona, that handles significant vehicular and pedestrian traffic between the two countries.
  • C. Santa Teresa Port of Entry
    Santa Teresa Port of Entry is a major U.S.–Mexico border crossing facility in southern New Mexico that handles commercial and passenger traffic between the two countries.
  • D. Andrade Port of Entry
    Andrade Port of Entry is a U.S.–Mexico border crossing facility in southeastern California that serves as a gateway between Imperial County and the Mexican state of Baja California.
  • E. Laredo Port of Entry
    Laredo Port of Entry is a major U.S.–Mexico border crossing in Laredo, Texas, and one of the busiest land ports for commercial trade 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_69ca83a38aa88190bf1bb80c4548b5e2 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6a454b808190af6bb48f7a4da917 completed April 1, 2026, 12:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfeb7a95a88190a41ba5549f2b2d5a completed April 3, 2026, 4:31 p.m.
NEDg Description generation batch_69cfed0af5a8819096223cb8c928296b completed April 3, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_69cfed7322c48190b82599e63abd523a completed April 3, 2026, 4:40 p.m.
Created at: March 30, 2026, 7:07 p.m.