Triple
T21136463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Arizona College |
E520827
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Maricopa Campus
Maricopa Campus is a Central Arizona College location in Maricopa, Arizona, offering community college courses and workforce training programs.
|
E1467816
|
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: Maricopa Campus | Statement: [Central Arizona College, hasCampus, Maricopa Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa Campus Context triple: [Central Arizona College, hasCampus, Maricopa Campus]
-
A.
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.
-
B.
Maricopa County Community College District
Maricopa County Community College District is a large public community college system in Maricopa County, Arizona, comprising multiple campuses that provide two-year degrees, certificates, and workforce training.
-
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.
Rio Salado College
Rio Salado College is a public community college in Arizona known for its extensive online learning programs and flexible, workforce-focused education.
-
E.
ASU Polytechnic campus
ASU Polytechnic campus is an Arizona State University campus in Mesa, Arizona, focused on hands-on, technology-driven, and professional education 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: Maricopa Campus Triple: [Central Arizona College, hasCampus, Maricopa Campus]
Generated description
Maricopa Campus is a Central Arizona College location in Maricopa, Arizona, offering community college courses and workforce training programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maricopa Campus Target entity description: Maricopa Campus is a Central Arizona College location in Maricopa, Arizona, offering community college courses and workforce training programs.
-
A.
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.
-
B.
Maricopa County Community College District
Maricopa County Community College District is a large public community college system in Maricopa County, Arizona, comprising multiple campuses that provide two-year degrees, certificates, and workforce training.
-
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.
Rio Salado College
Rio Salado College is a public community college in Arizona known for its extensive online learning programs and flexible, workforce-focused education.
-
E.
ASU Polytechnic campus
ASU Polytechnic campus is an Arizona State University campus in Mesa, Arizona, focused on hands-on, technology-driven, and professional education 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_69e0b50b53048190ae34e8abbe3c5ada |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7235aae588190bf9f7b40553bfa0e |
completed | April 21, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0965f3d5388190b4e647d3a5821f56 |
completed | May 17, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_6a09669ac9988190ba5ec8bcf8dc7eb4 |
completed | May 17, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0967821ce08190a23d22439c343f49 |
completed | May 17, 2026, 7 a.m. |
Created at: April 16, 2026, 2:57 p.m.