Triple
T5946668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pima Community College |
E132296
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Desert Vista Campus
Desert Vista Campus is one of Pima Community College’s branch campuses in Tucson, Arizona, offering a range of academic and workforce training programs.
|
E556729
|
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: Desert Vista Campus | Statement: [Pima Community College, hasCampus, Desert Vista Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Desert Vista Campus Context triple: [Pima Community College, hasCampus, Desert Vista Campus]
-
A.
Mohave Community College Bullhead City campus
Mohave Community College Bullhead City campus is a public community college campus in Bullhead City, Arizona, offering two-year degrees, certificates, and workforce training programs for local and regional students.
-
B.
Imperial Valley Campus
Imperial Valley Campus is a satellite branch of San Diego State University located in California’s Imperial Valley, offering undergraduate and graduate degree programs to the surrounding region.
-
C.
Estrella Mountain Community College
Estrella Mountain Community College is a public two-year college in Avondale, Arizona, offering associate degrees, certificates, and transfer programs as part of the Maricopa Community Colleges system.
-
D.
Downtown Phoenix campus
The Downtown Phoenix campus is Arizona State University’s urban hub, housing programs in journalism, health, public service, and law in the heart of downtown Phoenix.
-
E.
Chandler–Gilbert Community College
Chandler–Gilbert Community College is a public community college in Arizona offering associate degrees, certificates, and transfer programs as part of the Maricopa 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: Desert Vista Campus Triple: [Pima Community College, hasCampus, Desert Vista Campus]
Generated description
Desert Vista Campus is one of Pima Community College’s branch campuses in Tucson, Arizona, offering a range of academic and workforce training programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Desert Vista Campus Target entity description: Desert Vista Campus is one of Pima Community College’s branch campuses in Tucson, Arizona, offering a range of academic and workforce training programs.
-
A.
Mohave Community College Bullhead City campus
Mohave Community College Bullhead City campus is a public community college campus in Bullhead City, Arizona, offering two-year degrees, certificates, and workforce training programs for local and regional students.
-
B.
Imperial Valley Campus
Imperial Valley Campus is a satellite branch of San Diego State University located in California’s Imperial Valley, offering undergraduate and graduate degree programs to the surrounding region.
-
C.
Estrella Mountain Community College
Estrella Mountain Community College is a public two-year college in Avondale, Arizona, offering associate degrees, certificates, and transfer programs as part of the Maricopa Community Colleges system.
-
D.
Downtown Phoenix campus
The Downtown Phoenix campus is Arizona State University’s urban hub, housing programs in journalism, health, public service, and law in the heart of downtown Phoenix.
-
E.
Chandler–Gilbert Community College
Chandler–Gilbert Community College is a public community college in Arizona offering associate degrees, certificates, and transfer programs as part of the Maricopa 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_69c00869d3308190af89b2453e0f7546 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0393bd4488190bba68d9c6e872e04 |
completed | March 22, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c08a11f48190b16ca30842f23ce5 |
completed | March 23, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c0c351dcf88190a21b9c782cc06809 |
completed | March 23, 2026, 4:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c3e09a288190a230dd40d94dc7ba |
completed | March 23, 2026, 4:38 a.m. |
Created at: March 22, 2026, 4:01 p.m.