Triple
T1810995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Monroe, Louisiana |
E40330
|
entity |
| Predicate | sharesRegionalEconomyWith |
P9483
|
FINISHED |
| Object | Monroe, Louisiana |
E6258
|
NE FINISHED |
How this triple was built (3 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: Monroe, Louisiana | Statement: [West Monroe, Louisiana, sharesRegionalEconomyWith, Monroe, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monroe, Louisiana Context triple: [West Monroe, Louisiana, sharesRegionalEconomyWith, Monroe, Louisiana]
-
A.
West Monroe, Louisiana
West Monroe, Louisiana is a small city in northeastern Louisiana, located across the Ouachita River from Monroe and known for its shared regional economy and community with its larger twin city.
-
B.
Monroe, Louisiana, United States
chosen
Monroe, Louisiana, United States, is a city in northeastern Louisiana known as a regional hub for commerce, education, and culture along the Ouachita River.
-
C.
Lafayette, Louisiana
Lafayette, Louisiana is a mid-sized city in south-central Louisiana known as the heart of Cajun and Creole culture, with a vibrant music, food, and festival scene.
-
D.
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.
-
E.
Colfax, Louisiana
Colfax, Louisiana is a small town in central Louisiana best known as the site of the 1873 Colfax massacre, one of the most violent episodes of Reconstruction-era racial conflict in the United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: sharesRegionalEconomyWith Context triple: [West Monroe, Louisiana, sharesRegionalEconomyWith, Monroe, Louisiana]
-
A.
isLinkedEconomicallyTo
chosen
Indicates that two entities are connected through economic relationships such as trade, investment, financial flows, or shared market dependencies.
-
B.
economicCommunity
Indicates a relationship where entities are linked through shared economic integration, cooperation, or common market arrangements forming an economic community.
-
C.
economicIntegrationLevel
Indicates the degree to which two or more entities’ economies are interconnected and coordinated through shared markets, policies, or institutions.
-
D.
regionallyAssociatedWith
Indicates that two entities are connected or related based on sharing the same or overlapping geographic or regional context.
-
E.
economicImpactRegion
Indicates the region or geographic area that experiences or is affected by a particular economic impact.
- F. None of above.
Provenance (4 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_69a88643a3388190a612f2ebe1fb29e7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69ab694d75ac8190a4d61399c04b9fb9 |
completed | March 6, 2026, 11:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0305b6d08190804da5445e1f54d9 |
completed | March 8, 2026, 11:15 p.m. |
| PD | Predicate disambiguation | batch_69aa61d6b8ec8190a1597b2e44ea6534 |
completed | March 6, 2026, 5:10 a.m. |
Created at: March 4, 2026, 7:32 p.m.