Triple
T12016487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northwestern Louisiana |
E286037
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Grambling State University |
E138486
|
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: Grambling State University | Statement: [Northwestern Louisiana, hasHigherEducationInstitution, Grambling State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grambling State University Context triple: [Northwestern Louisiana, hasHigherEducationInstitution, Grambling State University]
-
A.
Grambling State University
chosen
Grambling State University is a historically Black public university in Grambling, Louisiana, renowned for its strong athletic programs and cultural legacy.
-
B.
Mississippi Valley State University
Mississippi Valley State University is a public historically Black university in Itta Bena, Mississippi, known for its contributions to African American higher education and its athletics programs.
-
C.
Southern University and A&M College
Southern University and A&M College is a public historically Black land-grant university and the flagship institution of the Southern University System.
-
D.
Southern University at Shreveport
Southern University at Shreveport is a public, historically Black community college in Shreveport, Louisiana, and a member of the Southern University System.
-
E.
Mississippi Southern College
Mississippi Southern College was the former name of the institution now known as the University of Southern Mississippi, a public research university in Hattiesburg, Mississippi.
- 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_69d6ab45a368819084fce08bf0dc3705 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903d9b17881908894be80d7c1b64e |
completed | April 10, 2026, 2:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63edddad48190b5b4da184fde27dd |
completed | May 2, 2026, 6:13 p.m. |
Created at: April 8, 2026, 9:47 p.m.