Triple
T3153937
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gabrielle Union |
E65939
|
entity |
| Predicate | almaMater |
P5
|
FINISHED |
| Object |
Cuesta College
Cuesta College is a public community college in San Luis Obispo County, California, known for its two-year academic and vocational programs.
|
E331422
|
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: Cuesta College | Statement: [Gabrielle Union, almaMater, Cuesta College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cuesta College Context triple: [Gabrielle Union, almaMater, Cuesta 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.
Cañada College
Cañada College is a public community college located in San Mateo County, California, offering two-year degree and certificate programs.
-
C.
Santa Barbara State College
Santa Barbara State College was a former name of the institution that evolved into the University of California, Santa Barbara, a major public research university on California’s central coast.
-
D.
California State University, Monterey Bay
California State University, Monterey Bay is a public university located on the site of the former Fort Ord military base near Monterey, California, known for its focus on sustainability, community engagement, and serving diverse student populations.
-
E.
University of California, Santa Cruz
The University of California, Santa Cruz is a public research university known for its distinctive forested campus overlooking the Monterey Bay and its strengths in fields such as astrophysics, marine sciences, and computer science.
- 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: Cuesta College Triple: [Gabrielle Union, almaMater, Cuesta College]
Generated description
Cuesta College is a public community college in San Luis Obispo County, California, known for its two-year academic and vocational programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cuesta College Target entity description: Cuesta College is a public community college in San Luis Obispo County, California, known for its two-year academic and vocational 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.
Cañada College
Cañada College is a public community college located in San Mateo County, California, offering two-year degree and certificate programs.
-
C.
Santa Barbara State College
Santa Barbara State College was a former name of the institution that evolved into the University of California, Santa Barbara, a major public research university on California’s central coast.
-
D.
California State University, Monterey Bay
California State University, Monterey Bay is a public university located on the site of the former Fort Ord military base near Monterey, California, known for its focus on sustainability, community engagement, and serving diverse student populations.
-
E.
University of California, Santa Cruz
The University of California, Santa Cruz is a public research university known for its distinctive forested campus overlooking the Monterey Bay and its strengths in fields such as astrophysics, marine sciences, and computer science.
- 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_69ad8584485081909ed529e890cadc4a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada5e7f4688190b477186254f8a572 |
completed | March 8, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b22503ba208190814ab2bfbe380c42 |
completed | March 12, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69b225ee67c48190879edf50981641ab |
completed | March 12, 2026, 2:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b22659f79c81908f33769dff3cc57d |
completed | March 12, 2026, 2:35 a.m. |
Created at: March 8, 2026, 3:05 p.m.