Triple

T9591463
Position Surface form Disambiguated ID Type / Status
Subject Beaumont, Texas E231427 entity
Predicate hasInstitution P186 FINISHED
Object Lamar State College–Orange (nearby regionally associated)
Lamar State College–Orange is a public two-year community college in Orange, Texas, offering academic transfer and technical programs as part of the Lamar University System.
 E809450 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: Lamar State College–Orange (nearby regionally associated) | Statement: [Beaumont, Texas, hasInstitution, Lamar State College–Orange (nearby regionally associated)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lamar State College–Orange (nearby regionally associated)
Context triple: [Beaumont, Texas, hasInstitution, Lamar State College–Orange (nearby regionally associated)]
  • A. Lone Star College–Montgomery (nearby)
    Lone Star College–Montgomery is a public community college campus in the Lone Star College System serving students in and around Conroe, Texas.
  • B. Lamar Community College
    Lamar Community College is a public two-year community college in southeastern Colorado offering associate degrees, certificates, and workforce training programs.
  • C. Lamar State College of Technology
    Lamar State College of Technology was the former name of Lamar University, a public research institution in Beaumont, Texas known for its engineering, business, and education programs.
  • D. 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.
  • E. 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.
  • 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: Lamar State College–Orange (nearby regionally associated)
Triple: [Beaumont, Texas, hasInstitution, Lamar State College–Orange (nearby regionally associated)]
Generated description
Lamar State College–Orange is a public two-year community college in Orange, Texas, offering academic transfer and technical programs as part of the Lamar University System.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lamar State College–Orange (nearby regionally associated)
Target entity description: Lamar State College–Orange is a public two-year community college in Orange, Texas, offering academic transfer and technical programs as part of the Lamar University System.
  • A. Lone Star College–Montgomery (nearby)
    Lone Star College–Montgomery is a public community college campus in the Lone Star College System serving students in and around Conroe, Texas.
  • B. Lamar Community College
    Lamar Community College is a public two-year community college in southeastern Colorado offering associate degrees, certificates, and workforce training programs.
  • C. Lamar State College of Technology
    Lamar State College of Technology was the former name of Lamar University, a public research institution in Beaumont, Texas known for its engineering, business, and education programs.
  • D. 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.
  • E. 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.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a10b85881908bfc783dcb7170aa completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1618dfb688190bddd93c51bb6df41 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d165c365988190a751703b631a66be completed April 4, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d16698b4ec8190b3b8a2432e65d8e8 completed April 4, 2026, 7:29 p.m.
Created at: March 30, 2026, 8:06 p.m.