Triple
T7718455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louisiana Tech University |
E174946
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Ruston, Louisiana |
E263393
|
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: Ruston, Louisiana | Statement: [Louisiana Tech University, locatedIn, Ruston, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ruston, Louisiana Context triple: [Louisiana Tech University, locatedIn, Ruston, Louisiana]
-
A.
Ruston, Louisiana
chosen
Ruston, Louisiana is a small north-central Louisiana city best known as the home of Louisiana Tech University and for its role as an educational and economic hub in the Ark-La-Tex region.
-
B.
Springfield, Louisiana
Springfield, Louisiana is a small town in Livingston Parish known historically as one of the places where future U.S. President Zachary Taylor once lived.
-
C.
Sterlington, Louisiana
Sterlington, Louisiana is a small town in northeastern Louisiana that functions largely as a residential community within the Monroe metropolitan area.
-
D.
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.
-
E.
Minden, Louisiana
Minden, Louisiana is a small historic city in northwestern Louisiana that serves as part of the Ark-La-Tex regional hub near Shreveport.
- 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_69c6995c463c8190a14458036249d419 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702ebb7448190ae8d47fe0cbb0907 |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b510650481908d65838108a2d632 |
completed | March 29, 2026, 5:13 a.m. |
Created at: March 27, 2026, 4:05 p.m.