Triple
T1545955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Bernardino, California |
E32976
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
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.
|
E189371
|
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: San Bernardino Valley College | Statement: [San Bernardino, California, hasCollege, San Bernardino Valley College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Bernardino Valley College Context triple: [San Bernardino, California, hasCollege, San Bernardino Valley College]
-
A.
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.
-
B.
Ventura College
Ventura College is a public community college in Ventura, California, offering two-year degree, transfer, and vocational programs to students in Ventura County and surrounding areas.
-
C.
Antelope Valley College
Antelope Valley College is a public community college serving the Antelope Valley region of northern Los Angeles County, California.
-
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.
Oxnard College
Oxnard College is a public community college located in Oxnard, California, offering two-year degree and certificate programs as part of the Ventura County Community College District.
- 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: San Bernardino Valley College Triple: [San Bernardino, California, hasCollege, San Bernardino Valley College]
Generated description
San Bernardino Valley College is a public community college serving the Inland Empire region of Southern California with two-year degree and certificate programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Bernardino Valley College Target entity description: San Bernardino Valley College is a public community college serving the Inland Empire region of Southern California with two-year degree and certificate programs.
-
A.
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.
-
B.
Ventura College
Ventura College is a public community college in Ventura, California, offering two-year degree, transfer, and vocational programs to students in Ventura County and surrounding areas.
-
C.
Antelope Valley College
Antelope Valley College is a public community college serving the Antelope Valley region of northern Los Angeles County, California.
-
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.
Oxnard College
Oxnard College is a public community college located in Oxnard, California, offering two-year degree and certificate programs as part of the Ventura County Community College District.
- 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_69a885ed29088190a3c2d5a3d100c16e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61fc0b5c8190bad34c17c3b46c7e |
completed | March 6, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad719b6c988190a525539d1a29d8d4 |
completed | March 8, 2026, 12:54 p.m. |
| NEDg | Description generation | batch_69ad728cb27c8190802b30afc5e259e2 |
completed | March 8, 2026, 12:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad72fa21208190b596bfdfc69043bd |
completed | March 8, 2026, 1 p.m. |
Created at: March 4, 2026, 7:26 p.m.