Triple
T2206572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bakersfield |
E50812
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
Bakersfield College
Bakersfield College is a public community college in Bakersfield, California, offering two-year degree and certificate programs serving the Kern County region.
|
E246409
|
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: Bakersfield College | Statement: [Bakersfield, hasCollege, Bakersfield College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bakersfield College Context triple: [Bakersfield, hasCollege, Bakersfield College]
-
A.
California State University, Bakersfield
California State University, Bakersfield is a public university in Bakersfield, California, known for serving the southern San Joaquin Valley with a range of undergraduate and graduate programs.
-
B.
Barstow Community College
Barstow Community College is a public two-year college in Barstow, California, offering associate degrees, certificates, and transfer programs for local and regional students.
-
C.
Fresno City College
Fresno City College is a public community college in Fresno, California, offering two-year degree and certificate programs as part of the State Center Community College District.
-
D.
Santa Barbara City College
Santa Barbara City College is a public community college known for its scenic coastal campus and comprehensive two-year academic and vocational programs.
-
E.
San Bernardino Valley College
San Bernardino Valley College is a public community college serving the Inland Empire region of Southern California with two-year degree and certificate 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: Bakersfield College Triple: [Bakersfield, hasCollege, Bakersfield College]
Generated description
Bakersfield College is a public community college in Bakersfield, California, offering two-year degree and certificate programs serving the Kern County region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bakersfield College Target entity description: Bakersfield College is a public community college in Bakersfield, California, offering two-year degree and certificate programs serving the Kern County region.
-
A.
California State University, Bakersfield
California State University, Bakersfield is a public university in Bakersfield, California, known for serving the southern San Joaquin Valley with a range of undergraduate and graduate programs.
-
B.
Barstow Community College
Barstow Community College is a public two-year college in Barstow, California, offering associate degrees, certificates, and transfer programs for local and regional students.
-
C.
Fresno City College
Fresno City College is a public community college in Fresno, California, offering two-year degree and certificate programs as part of the State Center Community College District.
-
D.
Santa Barbara City College
Santa Barbara City College is a public community college known for its scenic coastal campus and comprehensive two-year academic and vocational programs.
-
E.
San Bernardino Valley College
San Bernardino Valley College is a public community college serving the Inland Empire region of Southern California with two-year degree and certificate 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_69a88b06709c8190978fb2418470d1b6 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abbfca300c81908b33debafa77d152 |
completed | March 7, 2026, 6:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6af84b708190ac3170a343eb107f |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6b31eccc81908fbcc80f72e65df8 |
completed | March 9, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6bd2856c81909033efe74039c258 |
completed | March 9, 2026, 6:42 a.m. |
Created at: March 4, 2026, 7:46 p.m.