Triple
T10134368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Red River trade |
E226818
|
entity |
| Predicate | influencedDevelopmentOf |
P9
|
FINISHED |
| Object | Shreveport, Louisiana |
E80831
|
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: Shreveport, Louisiana | Statement: [Red River trade, influencedDevelopmentOf, Shreveport, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shreveport, Louisiana Context triple: [Red River trade, influencedDevelopmentOf, Shreveport, Louisiana]
-
A.
Shreveport
chosen
Shreveport is a major city in northwestern Louisiana known for its role as a regional commercial, cultural, and transportation hub.
-
B.
Opelousas, Louisiana
Opelousas, Louisiana is a historic city in south-central Louisiana known as a center of Creole and Zydeco culture and music.
-
C.
Baton Rouge, Louisiana
Baton Rouge, Louisiana is the capital city of Louisiana, known for its role as a political, industrial, and cultural center along the Mississippi River.
-
D.
Bossier City
Bossier City is a mid-sized city in northwestern Louisiana, located across the Red River from Shreveport and known as part of a regional economic and casino-gaming hub.
-
E.
Thibodaux, Louisiana
Thibodaux, Louisiana is a small historic city in Lafourche Parish known as a cultural and economic hub of Louisiana’s bayou region.
- 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_69d87e27c2dc8190a5b3173fbcb01114 |
completed | April 10, 2026, 4:35 a.m. |
Created at: March 30, 2026, 9:06 p.m.