Triple
T6392775
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Denny Crum |
E143867
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Pierce College
Pierce College is a public community college in the Los Angeles area known for offering two-year degree programs and transfer pathways to four-year universities.
|
E590811
|
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: Pierce College | Statement: [Denny Crum, educatedAt, Pierce College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pierce College Context triple: [Denny Crum, educatedAt, Pierce College]
-
A.
Skyline College
Skyline College is a public community college located in San Bruno, California, serving students in the northern San Mateo County region with associate degrees, transfer programs, and career education.
-
B.
Pasadena City College
Pasadena City College is a public community college in Pasadena, California, known for its strong transfer programs and notable alumni in fields such as film, arts, and sciences.
-
C.
Cabrillo College
Cabrillo College is a public community college serving students in the Santa Cruz County area of California with two-year degree, transfer, and career education 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.
Pierce College Fort Steilacoom
Pierce College Fort Steilacoom is a public community college campus in Lakewood, Washington, offering two-year degrees, certificates, and transfer 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: Pierce College Triple: [Denny Crum, educatedAt, Pierce College]
Generated description
Pierce College is a public community college in the Los Angeles area known for offering two-year degree programs and transfer pathways to four-year universities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pierce College Target entity description: Pierce College is a public community college in the Los Angeles area known for offering two-year degree programs and transfer pathways to four-year universities.
-
A.
Skyline College
Skyline College is a public community college located in San Bruno, California, serving students in the northern San Mateo County region with associate degrees, transfer programs, and career education.
-
B.
Pasadena City College
Pasadena City College is a public community college in Pasadena, California, known for its strong transfer programs and notable alumni in fields such as film, arts, and sciences.
-
C.
Cabrillo College
Cabrillo College is a public community college serving students in the Santa Cruz County area of California with two-year degree, transfer, and career education 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.
Pierce College Fort Steilacoom
Pierce College Fort Steilacoom is a public community college campus in Lakewood, Washington, offering two-year degrees, certificates, and transfer 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_69c008db906c819096f3597d55d95432 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0687f5c6c81909c835329c996b311 |
completed | March 22, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6388f42648190adbc2d1c1efa75a5 |
completed | March 27, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c63c5d5e2881908a27021616c69b97 |
completed | March 27, 2026, 8:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63cb876788190a26ae84c2c69df95 |
completed | March 27, 2026, 8:15 a.m. |
Created at: March 22, 2026, 4:34 p.m.