Triple
T19088856
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Arkansas |
E467226
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Southern Arkansas University
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.
|
E1357813
|
NE FINISHED |
How this triple was built (4 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 | Statement: [Southern Arkansas, hasUniversity, Southern Arkansas University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Arkansas University Context triple: [Southern Arkansas, hasUniversity, Southern Arkansas University]
-
A.
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.
-
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.
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.
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.
Arkansas State Teachers College
Arkansas State Teachers College was a former teacher-training institution in Arkansas that evolved into a broader public university.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Southern Arkansas University Triple: [Southern Arkansas, hasUniversity, Southern Arkansas University]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Arkansas University Target entity description: 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.
-
A.
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.
-
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.
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.
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.
Arkansas State Teachers College
Arkansas State Teachers College was a former teacher-training institution in Arkansas that evolved into a broader public university.
- F. None of above. chosen
Provenance (5 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e34981648190a89b006831846940 |
completed | April 20, 2026, 8:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05dd90862881908e7cf95935847f8d |
completed | May 14, 2026, 2:34 p.m. |
| NEDg | Description generation | batch_6a05dfcd85b08190b0ec431590396dbb |
completed | May 14, 2026, 2:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e09c58308190975c69c86482292a |
completed | May 14, 2026, 2:47 p.m. |
Created at: April 10, 2026, 12:04 p.m.