Triple
T19194216
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwest Arkansas |
E469922
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Southern Arkansas University Tech |
—
|
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: Southern Arkansas University Tech | Statement: [Southwest Arkansas, hasHigherEducationInstitution, Southern Arkansas University Tech]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Arkansas University Tech Context triple: [Southwest Arkansas, hasHigherEducationInstitution, Southern Arkansas University Tech]
-
A.
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.
-
B.
Southern Arkansas University
chosen
Southern Arkansas University is a public university in Magnolia, Arkansas, known for its regional academic programs and role in serving the educational needs of southern Arkansas.
-
C.
Louisiana Tech University
Louisiana Tech University is a public research university in Ruston, Louisiana, known for its engineering, science, and business programs and its NCAA Division I athletic teams, the Louisiana Tech Bulldogs.
-
D.
Arkansas State University
Arkansas State University is a public research university in Jonesboro, Arkansas, known for its Red Wolves athletic programs and comprehensive undergraduate and graduate offerings.
-
E.
Tennessee Tech University
Tennessee Tech University is a public university in Cookeville, Tennessee, known for its strong engineering and technology programs and competitive NCAA Division I athletics.
- 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f8a409948190a17aa28a6e9c8844 |
completed | April 20, 2026, 9:57 a.m. |
Created at: April 10, 2026, 12:07 p.m.