Triple
T10016002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Butler County, Alabama |
E199494
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Spring Creek, Butler County, Alabama
Spring Creek is a small unincorporated community located in rural Butler County in south-central Alabama.
|
E835084
|
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: Spring Creek, Butler County, Alabama | Statement: [Butler County, Alabama, hasSettlement, Spring Creek, Butler County, Alabama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Creek, Butler County, Alabama Context triple: [Butler County, Alabama, hasSettlement, Spring Creek, Butler County, Alabama]
-
A.
Town Creek, Alabama
Town Creek, Alabama is a small town in northern Alabama known for its rural character and location along the Tennessee River in Lawrence County.
-
B.
Bear Creek, Alabama
Bear Creek, Alabama is a small town in northwestern Alabama known for its rural character and proximity to outdoor recreation areas such as the William B. Bankhead National Forest.
-
C.
Lacey’s Spring, Alabama
Lacey’s Spring is an unincorporated community in Morgan County, Alabama, known for its rural character and proximity to the Tennessee River and the city of Huntsville.
-
D.
Valhermoso Springs, Alabama
Valhermoso Springs, Alabama is an unincorporated rural community in northern Alabama known for its small-town character within the Huntsville-Decatur metropolitan area.
-
E.
Shoal Creek, Alabama
Shoal Creek, Alabama is a residential community in Shelby County known for its gated neighborhoods and golf course-centered lifestyle near Birmingham.
- 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: Spring Creek, Butler County, Alabama Triple: [Butler County, Alabama, hasSettlement, Spring Creek, Butler County, Alabama]
Generated description
Spring Creek is a small unincorporated community located in rural Butler County in south-central Alabama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Creek, Butler County, Alabama Target entity description: Spring Creek is a small unincorporated community located in rural Butler County in south-central Alabama.
-
A.
Town Creek, Alabama
Town Creek, Alabama is a small town in northern Alabama known for its rural character and location along the Tennessee River in Lawrence County.
-
B.
Bear Creek, Alabama
Bear Creek, Alabama is a small town in northwestern Alabama known for its rural character and proximity to outdoor recreation areas such as the William B. Bankhead National Forest.
-
C.
Lacey’s Spring, Alabama
Lacey’s Spring is an unincorporated community in Morgan County, Alabama, known for its rural character and proximity to the Tennessee River and the city of Huntsville.
-
D.
Valhermoso Springs, Alabama
Valhermoso Springs, Alabama is an unincorporated rural community in northern Alabama known for its small-town character within the Huntsville-Decatur metropolitan area.
-
E.
Shoal Creek, Alabama
Shoal Creek, Alabama is a residential community in Shelby County known for its gated neighborhoods and golf course-centered lifestyle near Birmingham.
- 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_69ca8315a1a08190ab310f25620f362b |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cdcd4ad3348190bae03cd37c787674 |
completed | April 2, 2026, 1:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d26a99971081908397f06c0ce913d0 |
completed | April 5, 2026, 1:58 p.m. |
| NEDg | Description generation | batch_69d26c20f50081909a8a3b4530dc5fc0 |
completed | April 5, 2026, 2:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d26caee48481909d085b8df7ce14ab |
completed | April 5, 2026, 2:07 p.m. |
Created at: March 30, 2026, 8:52 p.m.