Triple
T18811117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gus Malzahn |
E460016
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Arkansas State University |
—
|
NE NERFINISHED |
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: Arkansas State University | Statement: [Gus Malzahn, employer, Arkansas State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas State University Context triple: [Gus Malzahn, employer, Arkansas State University]
-
A.
Arkansas State University
chosen
Arkansas State University is a public research university in Jonesboro, Arkansas, known for its Red Wolves athletic programs and comprehensive undergraduate and graduate offerings.
-
B.
Arkansas State University System
The Arkansas State University System is a network of public higher education institutions in Arkansas overseen by a central governing body that coordinates academics, administration, and resources across its member campuses.
-
C.
Arkansas State Teachers College
Arkansas State Teachers College was a former teacher-training institution in Arkansas that evolved into a broader public university.
-
D.
Arkansas Tech University
Arkansas Tech University is a public university in Russellville, Arkansas, known for its comprehensive undergraduate and graduate programs and regional focus on applied sciences, education, and professional studies.
-
E.
University of Arkansas
The University of Arkansas is a major public research university in Fayetteville, Arkansas, known for its strong athletics programs, particularly the Razorbacks, and its role as the flagship campus of the University of Arkansas System.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3dc01248190ab1c8943d180ca05 |
completed | April 20, 2026, 3:56 a.m. |
Created at: April 10, 2026, 11:53 a.m.