Triple
T2511516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bellingham metropolitan area |
E52709
|
entity |
| Predicate | higherEducationInstitution |
P787
|
FINISHED |
| Object |
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.
|
E273625
|
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: Whatcom Community College | Statement: [Bellingham metropolitan area, higherEducationInstitution, Whatcom Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whatcom Community College Context triple: [Bellingham metropolitan area, higherEducationInstitution, Whatcom Community College]
-
A.
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.
-
B.
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.
-
C.
Everett Community College
Everett Community College is a public community college serving the higher education and workforce training needs of students in and around Everett, Washington.
-
D.
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.
-
E.
Bellevue College
Bellevue College is a public community college and state-supported higher education institution located in Bellevue, Washington, offering a range of associate and bachelor’s degree 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: Whatcom Community College Triple: [Bellingham metropolitan area, higherEducationInstitution, Whatcom Community College]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Whatcom Community College Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Everett Community College
Everett Community College is a public community college serving the higher education and workforce training needs of students in and around Everett, Washington.
-
D.
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.
-
E.
Bellevue College
Bellevue College is a public community college and state-supported higher education institution located in Bellevue, Washington, offering a range of associate and bachelor’s degree 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_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_69af1fac64a881909ed527a7c50ba720 |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af24a761288190bc561221a535ec9b |
completed | March 9, 2026, 7:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af255ab75c81909f80585c952b2c9f |
completed | March 9, 2026, 7:54 p.m. |
Created at: March 6, 2026, 9:46 p.m.