Triple
T1465034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stockton |
E27002
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
San Joaquin Delta College
San Joaquin Delta College is a public community college serving the greater Stockton, California area with a range of academic, vocational, and transfer programs.
|
E178478
|
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 Joaquin Delta College | Statement: [Stockton, hasCollege, San Joaquin Delta College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Joaquin Delta College Context triple: [Stockton, hasCollege, San Joaquin Delta College]
-
A.
Modesto Junior College
Modesto Junior College is a public community college in Modesto, California, known as one of the oldest community colleges in the state and for being attended by filmmaker George Lucas.
-
B.
Shasta College
Shasta College is a public community college in Northern California that serves the Redding area and surrounding Shasta County communities.
-
C.
Merced College
Merced College is a public community college in Merced, California, offering two-year degree and certificate programs as well as transfer pathways to four-year universities.
-
D.
Ohlone College
Ohlone College is a public community college in Fremont, California, offering a range of academic, vocational, and transfer programs.
-
E.
Santa Rosa Junior College
Santa Rosa Junior College is a public community college serving the Santa Rosa, California area with two-year academic and vocational 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: San Joaquin Delta College Triple: [Stockton, hasCollege, San Joaquin Delta College]
Generated description
San Joaquin Delta College is a public community college serving the greater Stockton, California area with a range of academic, vocational, and transfer programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Joaquin Delta College Target entity description: San Joaquin Delta College is a public community college serving the greater Stockton, California area with a range of academic, vocational, and transfer programs.
-
A.
Modesto Junior College
Modesto Junior College is a public community college in Modesto, California, known as one of the oldest community colleges in the state and for being attended by filmmaker George Lucas.
-
B.
Shasta College
Shasta College is a public community college in Northern California that serves the Redding area and surrounding Shasta County communities.
-
C.
Merced College
Merced College is a public community college in Merced, California, offering two-year degree and certificate programs as well as transfer pathways to four-year universities.
-
D.
Ohlone College
Ohlone College is a public community college in Fremont, California, offering a range of academic, vocational, and transfer programs.
-
E.
Santa Rosa Junior College
Santa Rosa Junior College is a public community college serving the Santa Rosa, California area with two-year academic and vocational 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_69a496d25d6881909dbd84f86d763992 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c5ba2d5c81909ee85713de961fcb |
completed | March 1, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad4010b8708190ab47d622383d19a6 |
completed | March 8, 2026, 9:23 a.m. |
| NEDg | Description generation | batch_69ad40d8b2d88190894343ef2d7a1d7a |
completed | March 8, 2026, 9:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad4132059481908087557e6fac450e |
completed | March 8, 2026, 9:28 a.m. |
Created at: March 1, 2026, 8:01 p.m.