Triple
T11532728
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Howland |
E273462
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Northern Arizona University |
E137292
|
NE FINISHED |
How this triple was built (2 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: Northern Arizona University | Statement: [Ben Howland, employer, Northern Arizona University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Arizona University Context triple: [Ben Howland, employer, Northern Arizona University]
-
A.
Northern Arizona Teachers College
chosen
Northern Arizona Teachers College was a former name of Northern Arizona University, a public institution in Flagstaff known for training educators and later expanding into a comprehensive university.
-
B.
Navajo Technical University
Navajo Technical University is a tribal university located on the Navajo Nation that offers career, technical, and academic programs tailored to the needs and culture of Navajo students and surrounding communities.
-
C.
Arizona Western College
Arizona Western College is a public community college in Yuma, Arizona, known for its academic programs and competitive athletics that have produced several professional athletes.
-
D.
University of Arizona
The University of Arizona is a major public research university in Tucson, Arizona, known for its strong programs across the sciences, humanities, and professional fields.
-
E.
Western New Mexico University
Western New Mexico University is a public university in Silver City, New Mexico, offering a range of undergraduate and graduate programs and serving as a regional hub for higher education in the southwestern part of the state.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aae3fbec8190a14632a5df2538b6 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8839a2c7081909c285d1f6beb971c |
completed | April 10, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e68577f5ec8190a46687119d288a36 |
completed | April 20, 2026, 7:58 p.m. |
Created at: April 8, 2026, 9:37 p.m.