Triple
T8217014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AL 21 |
E191957
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Talladega metropolitan area |
E139891
|
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: Talladega metropolitan area | Statement: [AL 21, serves, Talladega metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talladega metropolitan area Context triple: [AL 21, serves, Talladega metropolitan area]
-
A.
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.
-
B.
City of Talladega
chosen
The City of Talladega is a municipality in east-central Alabama best known for its proximity to the Talladega Superspeedway and its role as the county seat of Talladega County.
-
C.
Huntsville metropolitan area
The Huntsville metropolitan area is a North Alabama urban region centered on the city of Huntsville, known for its major role in U.S. space, defense, and technology industries.
-
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.
Shoals metropolitan area
The Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence, Muscle Shoals, Sheffield, and Tuscumbia, known for its musical heritage and Tennessee River location.
- 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_69ca82c8c054819087fedd9a5436b8a3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb776f41108190bed1c6a8ddbea374 |
completed | March 31, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd67dca77c8190bdae8a88648fc534 |
completed | April 1, 2026, 6:45 p.m. |
Created at: March 30, 2026, 5:44 p.m.