Triple
T12016454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northwestern Louisiana |
E286037
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object | Natchitoches |
E259623
|
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: Natchitoches | Statement: [Northwestern Louisiana, hasMajorCity, Natchitoches]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natchitoches Context triple: [Northwestern Louisiana, hasMajorCity, Natchitoches]
-
A.
Natchitoches
Natchitoches were a Native American people of the Caddoan linguistic and cultural group historically located in what is now northwestern Louisiana.
-
B.
Natchitoches, Louisiana
chosen
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.
-
C.
Alto, Louisiana
Alto, Louisiana is a small unincorporated rural community located in northeastern Louisiana within Richland Parish.
-
D.
Coushatta, Louisiana
Coushatta, Louisiana is a small town in Red River Parish known historically as the site of the 1874 Coushatta Massacre during the Reconstruction era.
-
E.
Columbia, Louisiana
Columbia, Louisiana is a small town in northeastern Louisiana that serves as the administrative and commercial center of Caldwell Parish.
- 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_69f49d4156ec8190bfc6d1180ac41d06 |
completed | May 1, 2026, 12:32 p.m. |
Created at: April 8, 2026, 9:47 p.m.