Triple

T5418783
Position Surface form Disambiguated ID Type / Status
Subject Laredo, Texas E121196 entity
Predicate university P787 FINISHED
Object Laredo College
Laredo College is a public community college in Laredo, Texas, offering two-year academic and vocational programs serving the South Texas border region.
 E519832 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 College | Statement: [Laredo, Texas, university, Laredo College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laredo College
Context triple: [Laredo, Texas, university, Laredo College]
  • A. San Antonio College
    San Antonio College is a public community college in San Antonio, Texas, known for offering two-year degree and certificate programs and serving as a major educational institution in the Alamo Colleges District.
  • B. Southwest Texas Junior College
    Southwest Texas Junior College is a public community college serving Uvalde and the surrounding region in southwest Texas with two-year academic and vocational programs.
  • C. Lamar Community College
    Lamar Community College is a public two-year community college in southeastern Colorado offering associate degrees, certificates, and workforce training programs.
  • D. North Central Texas College
    North Central Texas College is a public community college in Texas offering associate degrees, certificates, and workforce training across multiple campuses and online.
  • E. Big Bend Community College
    Big Bend Community College is a public community college in Moses Lake, Washington, offering two-year degrees, workforce training, and transfer programs for local and regional students.
  • 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 College
Triple: [Laredo, Texas, university, Laredo College]
Generated description
Laredo College is a public community college in Laredo, Texas, offering two-year academic and vocational programs serving the South Texas border region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laredo College
Target entity description: Laredo College is a public community college in Laredo, Texas, offering two-year academic and vocational programs serving the South Texas border region.
  • A. San Antonio College
    San Antonio College is a public community college in San Antonio, Texas, known for offering two-year degree and certificate programs and serving as a major educational institution in the Alamo Colleges District.
  • B. Southwest Texas Junior College
    Southwest Texas Junior College is a public community college serving Uvalde and the surrounding region in southwest Texas with two-year academic and vocational programs.
  • C. Lamar Community College
    Lamar Community College is a public two-year community college in southeastern Colorado offering associate degrees, certificates, and workforce training programs.
  • D. North Central Texas College
    North Central Texas College is a public community college in Texas offering associate degrees, certificates, and workforce training across multiple campuses and online.
  • E. Big Bend Community College
    Big Bend Community College is a public community college in Moses Lake, Washington, offering two-year degrees, workforce training, and transfer programs for local and regional students.
  • 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_69bd463b58d88190b258261573de9e91 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87e7ae388190b26d16d42e717023 completed March 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3ab152248190847686ff42ac810c completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3b72f1fc8190a2fbc516cf75abdb completed March 22, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69bf3f44fdd08190bb9ba0e10e4410af completed March 22, 2026, 1 a.m.
Created at: March 20, 2026, 2:05 p.m.