Triple
T6194936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grambling State University |
E138486
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Grambling, Louisiana |
E455217
|
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, Louisiana | Statement: [Grambling State University, locatedIn, Grambling, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grambling, Louisiana Context triple: [Grambling State University, locatedIn, Grambling, Louisiana]
-
A.
Grambling, Louisiana
chosen
Grambling, Louisiana is a small city in northern Louisiana best known as the home of Grambling State University, a historically Black university with a prominent athletic tradition.
-
B.
Farmerville, Louisiana
Farmerville, Louisiana is a small town in Union Parish that serves as the parish seat and lies within the Monroe metropolitan area in northern Louisiana.
-
C.
Calhoun, Louisiana
Calhoun, Louisiana is a small unincorporated community in northeastern Louisiana known for its rural character and proximity to the city of West Monroe.
-
D.
Lutcher, Louisiana
Lutcher, Louisiana is a small town along the Mississippi River known for its historic sugar industry roots and its location in St. James Parish between New Orleans and Baton Rouge.
-
E.
Natchitoches, Louisiana
Natchitoches, Louisiana is a historic small city in northwestern Louisiana known as the oldest permanent settlement in the Louisiana Purchase territory and famed for its preserved French Creole architecture and annual Christmas festival.
- 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_69c008ab9b3081908a11b2c744838435 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c062443cec81909dc9bafea2f5e7d4 |
completed | March 22, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16f234ffc8190a6e8166e2ac554a8 |
completed | March 23, 2026, 4:49 p.m. |
Created at: March 22, 2026, 4:19 p.m.