Triple
T10134371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Red River trade |
E226818
|
entity |
| Predicate | influencedDevelopmentOf |
P9
|
FINISHED |
| Object | Natchitoches, Louisiana |
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, Louisiana | Statement: [Red River trade, influencedDevelopmentOf, Natchitoches, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natchitoches, Louisiana Context triple: [Red River trade, influencedDevelopmentOf, Natchitoches, Louisiana]
-
A.
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.
-
B.
Larose, Louisiana
Larose, Louisiana is a small unincorporated community in Lafourche Parish known for its Cajun culture, fishing and oil-related industries, and location along Bayou Lafourche in the southern Louisiana bayou region.
-
C.
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.
-
D.
Alto, Louisiana
Alto, Louisiana is a small unincorporated rural community located in northeastern Louisiana within Richland Parish.
-
E.
Kenner, Louisiana
Kenner, Louisiana is a suburban city in Jefferson Parish that forms part of the New Orleans metropolitan area and serves as home to the region’s primary international airport.
- 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_69ca8433ec308190b8b25a6fe359c34c |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cde87e1f908190a53865420f2b8f93 |
completed | April 2, 2026, 3:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9333d2e708190b0c8ec679bcb6ade |
completed | April 10, 2026, 5:28 p.m. |
Created at: March 30, 2026, 9:06 p.m.