Triple

T2511517
Position Surface form Disambiguated ID Type / Status
Subject Bellingham metropolitan area E52709 entity
Predicate higherEducationInstitution P787 FINISHED
Object Bellingham Technical College
Bellingham Technical College is a public technical and vocational college in Bellingham, Washington, offering career-focused education and training programs.
 E275105 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: Bellingham Technical College | Statement: [Bellingham metropolitan area, higherEducationInstitution, Bellingham Technical College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bellingham Technical College
Context triple: [Bellingham metropolitan area, higherEducationInstitution, Bellingham Technical College]
  • A. Whatcom Community College
    Whatcom Community College is a public two-year college in Bellingham, Washington, offering associate degrees, professional-technical programs, and transfer pathways to four-year universities.
  • B. Skagit Valley College
    Skagit Valley College is a public community college serving students in northwestern Washington State with academic transfer, professional-technical, and workforce education programs.
  • C. South Puget Sound Community College
    South Puget Sound Community College is a public two-year college in Olympia, Washington, offering associate degrees, professional-technical programs, and transfer pathways to four-year universities.
  • D. Renton Technical College
    Renton Technical College is a public community and technical college in Renton, Washington, offering career-focused and workforce training programs.
  • E. Tacoma Community College
    Tacoma Community College is a public two-year institution in Tacoma, Washington, offering associate degrees, professional-technical programs, and transfer pathways to four-year universities.
  • 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: Bellingham Technical College
Triple: [Bellingham metropolitan area, higherEducationInstitution, Bellingham Technical College]
Generated description
Bellingham Technical College is a public technical and vocational college in Bellingham, Washington, offering career-focused education and training programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bellingham Technical College
Target entity description: Bellingham Technical College is a public technical and vocational college in Bellingham, Washington, offering career-focused education and training programs.
  • A. Whatcom Community College
    Whatcom Community College is a public two-year college in Bellingham, Washington, offering associate degrees, professional-technical programs, and transfer pathways to four-year universities.
  • B. Skagit Valley College
    Skagit Valley College is a public community college serving students in northwestern Washington State with academic transfer, professional-technical, and workforce education programs.
  • C. South Puget Sound Community College
    South Puget Sound Community College is a public two-year college in Olympia, Washington, offering associate degrees, professional-technical programs, and transfer pathways to four-year universities.
  • D. Renton Technical College
    Renton Technical College is a public community and technical college in Renton, Washington, offering career-focused and workforce training programs.
  • E. Tacoma Community College
    Tacoma Community College is a public two-year institution in Tacoma, Washington, offering associate degrees, professional-technical programs, and transfer pathways to four-year universities.
  • 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_69ab4958e76481908a235377dd921c9e completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1eeaaac8190a6652861dd42e6b9 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b934d3c81909627a5f4d6e6ca6a completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af4fd4f2a4819094b630cef9bfd8c4 completed March 9, 2026, 10:55 p.m.
NED2 Entity disambiguation (via description) batch_69af502a3c5c819087d3e5798db53c38 completed March 9, 2026, 10:56 p.m.
Created at: March 6, 2026, 9:46 p.m.