Triple

T7231924
Position Surface form Disambiguated ID Type / Status
Subject U.S. ports of entry E154922 entity
Predicate include P1393 FINISHED
Object 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.
E652650 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: Laredo Port of Entry | Statement: [U.S. ports of entry, include, Laredo Port of Entry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laredo Port of Entry
Context triple: [U.S. ports of entry, include, Laredo Port of Entry]
  • A. 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.
  • B. San Ysidro Port of Entry
    The San Ysidro Port of Entry is one of the busiest land border crossings in the world, connecting the United States and Mexico between San Diego and Tijuana.
  • C. Tecate Port of Entry
    Tecate Port of Entry is a U.S.–Mexico border crossing facility connecting Tecate, California and Tecate, Baja California, serving as a smaller, less congested alternative to the main San Diego–Tijuana crossings.
  • D. Reynosa–McAllen border crossings
    The Reynosa–McAllen border crossings are a group of international bridges and ports of entry linking Reynosa, Mexico, and McAllen, Texas, that serve as major conduits for commercial trade and daily cross-border travel.
  • E. 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.
  • 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: Laredo Port of Entry
Triple: [U.S. ports of entry, include, Laredo Port of Entry]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laredo Port of Entry
Target entity description: 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.
  • A. 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.
  • B. San Ysidro Port of Entry
    The San Ysidro Port of Entry is one of the busiest land border crossings in the world, connecting the United States and Mexico between San Diego and Tijuana.
  • C. Tecate Port of Entry
    Tecate Port of Entry is a U.S.–Mexico border crossing facility connecting Tecate, California and Tecate, Baja California, serving as a smaller, less congested alternative to the main San Diego–Tijuana crossings.
  • D. Reynosa–McAllen border crossings
    The Reynosa–McAllen border crossings are a group of international bridges and ports of entry linking Reynosa, Mexico, and McAllen, Texas, that serve as major conduits for commercial trade and daily cross-border travel.
  • E. 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.
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea106cc881909348be576ced4beb completed March 27, 2026, 8:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d388ac40819095698776c7b9878f completed March 28, 2026, 1:11 p.m.
NEDg Description generation batch_69c7d4069d8c8190bf6810f6e97b111a completed March 28, 2026, 1:13 p.m.
NED2 Entity disambiguation (via description) batch_69c7d46b7fcc819082d37f00f541e2cd completed March 28, 2026, 1:15 p.m.
Created at: March 27, 2026, 2:54 p.m.