Triple
T21303200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Douglas, Arizona |
E525120
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Cochise College Douglas Campus
Cochise College Douglas Campus is a public community college campus in Douglas, Arizona, offering associate degrees, certificates, and workforce training programs.
|
E1477552
|
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: Cochise College Douglas Campus | Statement: [Douglas, Arizona, hasHigherEducationInstitution, Cochise College Douglas Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cochise College Douglas Campus Context triple: [Douglas, Arizona, hasHigherEducationInstitution, Cochise College Douglas Campus]
-
A.
Cochise College Sierra Vista Campus
Cochise College Sierra Vista Campus is a community college campus in Sierra Vista, Arizona, offering associate degrees, certificates, and workforce training programs for local and regional students.
-
B.
Tohono Oʼodham Community College
Tohono Oʼodham Community College is a tribal community college in Arizona that serves the Tohono Oʼodham Nation and surrounding communities with culturally grounded higher education.
-
C.
Scottsdale Community College
Scottsdale Community College is a public two-year college in Scottsdale, Arizona, offering associate degrees, certificates, and transfer programs within the Maricopa County Community College District.
-
D.
Pecos Campus
Pecos Campus is the main campus of Chandler–Gilbert Community College in Chandler, Arizona, offering a wide range of academic programs and student services.
-
E.
Santa Fe Community College
Santa Fe Community College is a public two-year institution in Santa Fe, New Mexico, offering associate degrees, certificates, and workforce training programs to local and regional students.
- 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: Cochise College Douglas Campus Triple: [Douglas, Arizona, hasHigherEducationInstitution, Cochise College Douglas Campus]
Generated description
Cochise College Douglas Campus is a public community college campus in Douglas, Arizona, offering associate degrees, certificates, and workforce training programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cochise College Douglas Campus Target entity description: Cochise College Douglas Campus is a public community college campus in Douglas, Arizona, offering associate degrees, certificates, and workforce training programs.
-
A.
Cochise College Sierra Vista Campus
Cochise College Sierra Vista Campus is a community college campus in Sierra Vista, Arizona, offering associate degrees, certificates, and workforce training programs for local and regional students.
-
B.
Tohono Oʼodham Community College
Tohono Oʼodham Community College is a tribal community college in Arizona that serves the Tohono Oʼodham Nation and surrounding communities with culturally grounded higher education.
-
C.
Scottsdale Community College
Scottsdale Community College is a public two-year college in Scottsdale, Arizona, offering associate degrees, certificates, and transfer programs within the Maricopa County Community College District.
-
D.
Pecos Campus
Pecos Campus is the main campus of Chandler–Gilbert Community College in Chandler, Arizona, offering a wide range of academic programs and student services.
-
E.
Santa Fe Community College
Santa Fe Community College is a public two-year institution in Santa Fe, New Mexico, offering associate degrees, certificates, and workforce training programs to local and regional students.
- 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_69e0b517e6748190850d6f6ddf323d69 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7385da340819083c07f353f2142b0 |
completed | April 21, 2026, 8:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a099ed108ec81909042b00955d5cd0c |
completed | May 17, 2026, 10:56 a.m. |
| NEDg | Description generation | batch_6a099f592488819098c54b433ce5e67e |
completed | May 17, 2026, 10:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09a033f5108190b8000934050ad55e |
completed | May 17, 2026, 11:02 a.m. |
Created at: April 16, 2026, 4:05 p.m.