Triple
T2028493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ark-La-Tex |
E44462
|
entity |
| Predicate | hasEconomicCenter |
P1027
|
FINISHED |
| Object | Shreveport–Bossier City metropolitan area |
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–Bossier City metropolitan area | Statement: [Ark-La-Tex, hasEconomicCenter, Shreveport–Bossier City metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shreveport–Bossier City metropolitan area Context triple: [Ark-La-Tex, hasEconomicCenter, Shreveport–Bossier City metropolitan area]
-
A.
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.
-
B.
Shreveport
chosen
Shreveport is a major city in northwestern Louisiana known for its role as a regional commercial, cultural, and transportation hub.
-
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.
Slidell, Louisiana
Slidell, Louisiana is a city in St. Tammany Parish near the eastern shore of Lake Pontchartrain, serving as a key suburban and transportation hub within the New Orleans metropolitan area.
-
E.
New Orleans
New Orleans is a historic port city in southeastern Louisiana known for its vibrant jazz music, Creole cuisine, and distinctive French and Spanish-influenced architecture.
- 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_69a889144f2481909932f0746a93023d |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9136f888190b0fd03530e9eda1e |
completed | March 7, 2026, 5:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0559265388190b070de8b92c6e95b |
completed | March 10, 2026, 5:32 p.m. |
Created at: March 4, 2026, 7:38 p.m.