Triple
T8524442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | El Cajon |
E201775
|
entity |
| Predicate | hasPublicCollege |
P72302
|
FINISHED |
| Object |
Cuyamaca College
Cuyamaca College is a public community college in El Cajon, California, offering two-year degree, transfer, and career education programs.
|
E739052
|
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: Cuyamaca College | Statement: [El Cajon, hasPublicCollege, Cuyamaca College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cuyamaca College Context triple: [El Cajon, hasPublicCollege, Cuyamaca College]
-
A.
De Anza College
De Anza College is a community college in Cupertino, California, known for its strong academic programs and proximity to Silicon Valley.
-
B.
Palomar College
Palomar College is a public community college serving North San Diego County with a wide range of academic, vocational, and transfer programs.
-
C.
Mt. San Antonio College
Mt. San Antonio College is a large public community college in Walnut, California, known for its comprehensive academic and vocational programs.
-
D.
Chaffey College
Chaffey College is a public community college serving the Inland Empire region of Southern California with a range of academic, vocational, and transfer programs.
-
E.
Cañada College
Cañada College is a public community college located in San Mateo County, California, offering 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: Cuyamaca College Triple: [El Cajon, hasPublicCollege, Cuyamaca College]
Generated description
Cuyamaca College is a public community college in El Cajon, California, offering two-year degree, transfer, and career education programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cuyamaca College Target entity description: Cuyamaca College is a public community college in El Cajon, California, offering two-year degree, transfer, and career education programs.
-
A.
De Anza College
De Anza College is a community college in Cupertino, California, known for its strong academic programs and proximity to Silicon Valley.
-
B.
Palomar College
Palomar College is a public community college serving North San Diego County with a wide range of academic, vocational, and transfer programs.
-
C.
Mt. San Antonio College
Mt. San Antonio College is a large public community college in Walnut, California, known for its comprehensive academic and vocational programs.
-
D.
Chaffey College
Chaffey College is a public community college serving the Inland Empire region of Southern California with a range of academic, vocational, and transfer programs.
-
E.
Cañada College
Cañada College is a public community college located in San Mateo County, California, offering 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_69ca83228b24819085d22e7dc99f5d94 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe644c4648190a14dcaeaa90d72c7 |
completed | March 31, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e9219108190979430a4308fc4c5 |
completed | April 2, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_69ce5028c38c81908e81390d0be21387 |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce517fea7c819098d0343fd2c4ccdd |
completed | April 2, 2026, 11:22 a.m. |
Created at: March 30, 2026, 6:16 p.m.