Triple
T1835523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gregory Benford |
E41056
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | University of Oklahoma |
E33346
|
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: University of Oklahoma | Statement: [Gregory Benford, educatedAt, University of Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Oklahoma Context triple: [Gregory Benford, educatedAt, University of Oklahoma]
-
A.
University of Oklahoma
chosen
The University of Oklahoma is a major public research university in Norman, Oklahoma, known for its strong academic programs, athletics, and contributions to fields such as meteorology and engineering.
-
B.
Oklahoma State University
Oklahoma State University is a public land-grant research university in Stillwater, Oklahoma, known for its strong agricultural, engineering, and business programs and prominent athletics.
-
C.
University of Tulsa
The University of Tulsa is a private research university in Tulsa, Oklahoma, known for its strong programs in petroleum engineering, law, and the arts and sciences.
-
D.
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.
-
E.
Wichita State University
Wichita State University is a public research university in Wichita, Kansas, known for its Shockers athletic programs and diverse academic offerings.
- 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_69a88647f9388190909bc36e795bdaec |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb026aa7c8190bc988d3ee0fd9f41 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3c39a448190923588d9c07313e1 |
completed | March 8, 2026, 10:10 p.m. |
Created at: March 4, 2026, 7:33 p.m.