Triple
T1121652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | St. Clair County, Alabama |
E24624
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Cook Springs, Alabama
Cook Springs, Alabama is a small unincorporated community in St. Clair County known for its rural character and proximity to Interstate 20 in central Alabama.
|
E127689
|
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: Cook Springs, Alabama | Statement: [St. Clair County, Alabama, hasUnincorporatedCommunity, Cook Springs, Alabama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cook Springs, Alabama Context triple: [St. Clair County, Alabama, hasUnincorporatedCommunity, Cook Springs, Alabama]
-
A.
Sterrett, Alabama
Sterrett, Alabama is a small unincorporated community and rural residential area located in eastern Shelby County in central Alabama.
-
B.
Meadowbrook, Alabama
Meadowbrook, Alabama is a residential community in central Alabama that functions as a suburban area of the Birmingham metropolitan region.
-
C.
Westover, Alabama
Westover, Alabama is a small town in central Alabama that forms part of the Birmingham–Hoover metropolitan area.
-
D.
Vincent, Alabama
Vincent, Alabama is a small town in central Alabama known for its rural character and location within the Birmingham–Hoover metropolitan area.
-
E.
Maylene, Alabama
Maylene, Alabama is an unincorporated community and suburban area located in central Alabama within Shelby County.
- 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: Cook Springs, Alabama Triple: [St. Clair County, Alabama, hasUnincorporatedCommunity, Cook Springs, Alabama]
Generated description
Cook Springs, Alabama is a small unincorporated community in St. Clair County known for its rural character and proximity to Interstate 20 in central Alabama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cook Springs, Alabama Target entity description: Cook Springs, Alabama is a small unincorporated community in St. Clair County known for its rural character and proximity to Interstate 20 in central Alabama.
-
A.
Sterrett, Alabama
Sterrett, Alabama is a small unincorporated community and rural residential area located in eastern Shelby County in central Alabama.
-
B.
Meadowbrook, Alabama
Meadowbrook, Alabama is a residential community in central Alabama that functions as a suburban area of the Birmingham metropolitan region.
-
C.
Westover, Alabama
Westover, Alabama is a small town in central Alabama that forms part of the Birmingham–Hoover metropolitan area.
-
D.
Vincent, Alabama
Vincent, Alabama is a small town in central Alabama known for its rural character and location within the Birmingham–Hoover metropolitan area.
-
E.
Maylene, Alabama
Maylene, Alabama is an unincorporated community and suburban area located in central Alabama within Shelby County.
- 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_69a4940712c88190aa244f3fc6070a65 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bbbf71188190b82c8fff9d5ac01a |
completed | March 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac539d51848190a9eb9ddaa7e4c6a8 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac54426e3c8190af166a54af44e210 |
completed | March 7, 2026, 4:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac54bb7b148190ba1c8ab2202cf429 |
completed | March 7, 2026, 4:39 p.m. |
Created at: March 1, 2026, 7:44 p.m.