Triple

T4249256
Position Surface form Disambiguated ID Type / Status
Subject Brazos County, Texas E95804 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Blinn College–Bryan Campus
Blinn College–Bryan Campus is a public community college campus in Bryan, Texas, offering two-year academic and workforce education programs and serving as a major feeder to nearby four-year universities.
 E423236 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: Blinn College–Bryan Campus | Statement: [Brazos County, Texas, hasHigherEducationInstitution, Blinn College–Bryan Campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blinn College–Bryan Campus
Context triple: [Brazos County, Texas, hasHigherEducationInstitution, Blinn College–Bryan Campus]
  • 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. 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.
  • C. Lamar State College–Port Arthur
    Lamar State College–Port Arthur is a public two-year community college in Port Arthur, Texas, offering academic transfer and workforce education programs as part of the Texas State University System.
  • D. Tarrant County College Southeast Campus
    Tarrant County College Southeast Campus is a public community college campus in Arlington, Texas, offering two-year degrees, workforce training, and transfer programs as part of the Tarrant County College District.
  • E. Dallas College
    Dallas College is a large public community college system serving the Dallas, Texas, metropolitan area with a wide range of academic, technical, and workforce education programs.
  • 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: Blinn College–Bryan Campus
Triple: [Brazos County, Texas, hasHigherEducationInstitution, Blinn College–Bryan Campus]
Generated description
Blinn College–Bryan Campus is a public community college campus in Bryan, Texas, offering two-year academic and workforce education programs and serving as a major feeder to nearby four-year universities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blinn College–Bryan Campus
Target entity description: Blinn College–Bryan Campus is a public community college campus in Bryan, Texas, offering two-year academic and workforce education programs and serving as a major feeder to nearby four-year universities.
  • 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. 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.
  • C. Lamar State College–Port Arthur
    Lamar State College–Port Arthur is a public two-year community college in Port Arthur, Texas, offering academic transfer and workforce education programs as part of the Texas State University System.
  • D. Tarrant County College Southeast Campus
    Tarrant County College Southeast Campus is a public community college campus in Arlington, Texas, offering two-year degrees, workforce training, and transfer programs as part of the Tarrant County College District.
  • E. Dallas College
    Dallas College is a large public community college system serving the Dallas, Texas, metropolitan area with a wide range of academic, technical, and workforce education programs.
  • 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_69b3453f759881909b91f01a1e82c036 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e9df10881908a2f039773f8afaa completed March 12, 2026, 11:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a87fdca481908bd2c80b10d0dd3d completed March 14, 2026, 6:27 p.m.
NEDg Description generation batch_69b5a917d4a88190864441f95706964e completed March 14, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69b5a96967ec8190aa86e735808211fd completed March 14, 2026, 6:31 p.m.
Created at: March 12, 2026, 11:06 p.m.