Triple
T123347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birmingham–Hoover metropolitan area |
E2492
|
entity |
| Predicate | hasCounty |
P285
|
FINISHED |
| Object |
Bibb County, Alabama
Bibb County, Alabama is a largely rural county in central Alabama known for its forests, small communities, and inclusion in the greater Birmingham–Hoover region.
|
E26055
|
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: Bibb County, Alabama | Statement: [Birmingham–Hoover metropolitan area, hasCounty, Bibb County, Alabama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bibb County, Alabama Context triple: [Birmingham–Hoover metropolitan area, hasCounty, Bibb County, Alabama]
-
A.
Jefferson County, Alabama
Jefferson County, Alabama is an urban county in north-central Alabama that includes Birmingham, the state’s largest city and a major industrial and economic center.
-
B.
Shelby County, Alabama
Shelby County, Alabama is a suburban county in central Alabama, known for its fast-growing communities just south of Birmingham and a mix of residential, commercial, and natural areas.
-
C.
Blount County, Alabama
Blount County, Alabama is a largely rural county in north-central Alabama known for its scenic Appalachian foothills, historic covered bridges, and inclusion in the greater Birmingham–Hoover region.
-
D.
St. Clair County, Alabama
St. Clair County, Alabama is a county in central Alabama that forms part of the greater Birmingham–Hoover urban and economic region.
-
E.
Walker County, Alabama
Walker County, Alabama is a county in north-central Alabama that forms part of the Birmingham–Hoover metropolitan region and is historically known for its coal mining and Appalachian foothills landscape.
- 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: Bibb County, Alabama Triple: [Birmingham–Hoover metropolitan area, hasCounty, Bibb County, Alabama]
Generated description
Bibb County, Alabama is a largely rural county in central Alabama known for its forests, small communities, and inclusion in the greater Birmingham–Hoover region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bibb County, Alabama Target entity description: Bibb County, Alabama is a largely rural county in central Alabama known for its forests, small communities, and inclusion in the greater Birmingham–Hoover region.
-
A.
Jefferson County, Alabama
Jefferson County, Alabama is an urban county in north-central Alabama that includes Birmingham, the state’s largest city and a major industrial and economic center.
-
B.
Shelby County, Alabama
Shelby County, Alabama is a suburban county in central Alabama, known for its fast-growing communities just south of Birmingham and a mix of residential, commercial, and natural areas.
-
C.
Blount County, Alabama
Blount County, Alabama is a largely rural county in north-central Alabama known for its scenic Appalachian foothills, historic covered bridges, and inclusion in the greater Birmingham–Hoover region.
-
D.
St. Clair County, Alabama
St. Clair County, Alabama is a county in central Alabama that forms part of the greater Birmingham–Hoover urban and economic region.
-
E.
Walker County, Alabama
Walker County, Alabama is a county in north-central Alabama that forms part of the Birmingham–Hoover metropolitan region and is historically known for its coal mining and Appalachian foothills landscape.
- 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_69a251b54ea88190b18281669f59b4c0 |
completed | Feb. 28, 2026, 2:23 a.m. |
| NER | Named-entity recognition | batch_69a2573b4e7481909ee09d2899f8a74b |
completed | Feb. 28, 2026, 2:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3280fa2e08190a367f06d721ed2a3 |
completed | Feb. 28, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_69a328cdb208819087aaa0e6149bef79 |
completed | Feb. 28, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a32921b0408190a13d8e0436d3e145 |
completed | Feb. 28, 2026, 5:42 p.m. |
Created at: Feb. 28, 2026, 2:27 a.m.