Triple
T10142189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brownsville-Bawcomville, Louisiana |
E231610
|
entity |
| Predicate | partOfStatisticalArea |
P294
|
FINISHED |
| Object |
Monroe, Louisiana Metropolitan Statistical Area
The Monroe, Louisiana Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Louisiana centered on the city of Monroe and its surrounding communities, used for demographic and economic analysis.
|
E847992
|
NE FINISHED |
How this triple was built (4 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 Metropolitan Statistical Area | Statement: [Brownsville-Bawcomville, Louisiana, partOfStatisticalArea, Monroe, Louisiana Metropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monroe, Louisiana Metropolitan Statistical Area Context triple: [Brownsville-Bawcomville, Louisiana, partOfStatisticalArea, Monroe, Louisiana Metropolitan Statistical Area]
-
A.
Monroe, Louisiana
Monroe, Louisiana is a city in northeastern Louisiana that serves as a regional hub for commerce, education, and culture along the Ouachita River.
-
B.
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.
-
C.
Shreveport–Bossier City metropolitan area
The Shreveport–Bossier City metropolitan area is a regional urban hub in northwestern Louisiana centered on the twin cities of Shreveport and Bossier City, known for its casinos, healthcare and service industries, and role as an economic and cultural center for the Ark-La-Tex region.
-
D.
Baton Rouge metropolitan area
The Baton Rouge metropolitan area is a multi-parish urban region in southeastern Louisiana centered on the city of Baton Rouge, serving as a major hub for government, industry, education, and culture.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Monroe, Louisiana Metropolitan Statistical Area Triple: [Brownsville-Bawcomville, Louisiana, partOfStatisticalArea, Monroe, Louisiana Metropolitan Statistical Area]
Generated description
The Monroe, Louisiana Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Louisiana centered on the city of Monroe and its surrounding communities, used for demographic and economic analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Monroe, Louisiana Metropolitan Statistical Area Target entity description: The Monroe, Louisiana Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Louisiana centered on the city of Monroe and its surrounding communities, used for demographic and economic analysis.
-
A.
Monroe, Louisiana
Monroe, Louisiana is a city in northeastern Louisiana that serves as a regional hub for commerce, education, and culture along the Ouachita River.
-
B.
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.
-
C.
Shreveport–Bossier City metropolitan area
The Shreveport–Bossier City metropolitan area is a regional urban hub in northwestern Louisiana centered on the twin cities of Shreveport and Bossier City, known for its casinos, healthcare and service industries, and role as an economic and cultural center for the Ark-La-Tex region.
-
D.
Baton Rouge metropolitan area
The Baton Rouge metropolitan area is a multi-parish urban region in southeastern Louisiana centered on the city of Baton Rouge, serving as a major hub for government, industry, education, and culture.
-
E.
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.
- F. None of above. chosen
Provenance (5 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_69ca848364f881908a24366a6feec1db |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdeb2599e0819090184631e481310c |
completed | April 2, 2026, 4:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d32ab35a508190a8eb1977e19ab8c5 |
completed | April 6, 2026, 3:38 a.m. |
| NEDg | Description generation | batch_69d32c92055081909e1107a605a33406 |
completed | April 6, 2026, 3:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d32ce40f1c8190968f1d544a35d53f |
completed | April 6, 2026, 3:47 a.m. |
Created at: March 30, 2026, 9:07 p.m.