Triple
T18097484
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Shoals, Alabama |
E433125
|
entity |
| Predicate | partOfMetropolitanArea |
P294
|
FINISHED |
| Object | Florence-Muscle Shoals metropolitan statistical area |
—
|
NE NERFINISHED |
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: Florence-Muscle Shoals metropolitan statistical area | Statement: [The Shoals, Alabama, partOfMetropolitanArea, Florence-Muscle Shoals metropolitan statistical area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florence-Muscle Shoals metropolitan statistical area Context triple: [The Shoals, Alabama, partOfMetropolitanArea, Florence-Muscle Shoals metropolitan statistical area]
-
A.
Florence-Muscle Shoals metropolitan area
chosen
The Florence-Muscle Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence and Muscle Shoals, known historically as a hub for influential American music recording.
-
B.
Tuscaloosa metropolitan area
The Tuscaloosa metropolitan area is a regional urban and economic hub in west-central Alabama centered on the city of Tuscaloosa and its surrounding communities.
-
C.
Auburn metropolitan area
The Auburn metropolitan area is a regional urban and suburban community centered on the city of Auburn, typically encompassing its surrounding towns and economic hinterland.
-
D.
Gadsden Metropolitan Statistical Area
The Gadsden Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Alabama centered on the city of Gadsden and its surrounding communities for demographic and economic analysis.
-
E.
Auburn-Opelika metropolitan area
The Auburn-Opelika metropolitan area is a regional urban hub in eastern Alabama centered on the cities of Auburn and Opelika, known for Auburn University and its growing economy and population.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b907d05c819083cc3bd6021089e6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dd1de6f48190a3fefd02a4b2ab58 |
completed | April 19, 2026, 1:48 p.m. |
Created at: April 10, 2026, 10:27 a.m.