Triple
T17841584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hope, Arkansas |
E445539
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | University of Arkansas Hope-Texarkana |
E474762
|
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 Arkansas Hope-Texarkana | Statement: [Hope, Arkansas, hasHigherEducationInstitution, University of Arkansas Hope-Texarkana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Arkansas Hope-Texarkana Context triple: [Hope, Arkansas, hasHigherEducationInstitution, University of Arkansas Hope-Texarkana]
-
A.
University of Arkansas Hope-Texarkana
chosen
The University of Arkansas Hope-Texarkana is a public two-year institution within the University of Arkansas System that provides community college education and workforce training to students in the Hope and Texarkana regions.
-
B.
University of Arkansas–Fort Smith
The University of Arkansas–Fort Smith is a public university in Fort Smith, Arkansas, offering a range of undergraduate programs and serving as a regional center for higher education.
-
C.
University of Central Arkansas
The University of Central Arkansas is a public university in Conway, Arkansas, known in part for being the alma mater of Basketball Hall of Famer Scottie Pippen.
-
D.
Texas A&M University–Texarkana
Texas A&M University–Texarkana is a regional public university in Texarkana, Texas, offering undergraduate and graduate programs as part of the Texas A&M University System.
-
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 (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_69d8b9f1a6d881909f024bc603111cdb |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48d2c3fa8819089bfbeb807a25376 |
completed | April 19, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a031b18f3308190a847d0922c090fdb |
completed | May 12, 2026, 12:20 p.m. |
Created at: April 10, 2026, 10:16 a.m.