Triple
T8956711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Winston County |
E213488
|
entity |
| Predicate | seat |
P75
|
FINISHED |
| Object |
Double Springs
Double Springs is a small town in northwestern Alabama that serves as the administrative and commercial center of Winston County.
|
E767462
|
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: Double Springs | Statement: [Winston County, seat, Double Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Double Springs Context triple: [Winston County, seat, Double Springs]
-
A.
Holly Springs
Holly Springs is a suburban town in North Carolina known for its rapid growth, family-friendly communities, and proximity to the Research Triangle’s technology and research hubs.
-
B.
Sherwood Springs
Sherwood Springs is a small community located within the rural township of Front of Yonge in Eastern Ontario, Canada.
-
C.
Oliver Springs
Oliver Springs is a small town in eastern Tennessee known for its historic coal-mining roots and proximity to outdoor recreation areas near the Cumberland Plateau.
-
D.
Crossville
Crossville is a small city in central Tennessee known as the "Golf Capital of Tennessee" and a gateway to the Cumberland Plateau.
-
E.
Newberry Springs
Newberry Springs is a small unincorporated desert community in San Bernardino County, California, known for its rural character, agriculture supported by groundwater, and location along historic Route 66 in the Mojave Desert.
- 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: Double Springs Triple: [Winston County, seat, Double Springs]
Generated description
Double Springs is a small town in northwestern Alabama that serves as the administrative and commercial center of Winston County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Double Springs Target entity description: Double Springs is a small town in northwestern Alabama that serves as the administrative and commercial center of Winston County.
-
A.
Holly Springs
Holly Springs is a suburban town in North Carolina known for its rapid growth, family-friendly communities, and proximity to the Research Triangle’s technology and research hubs.
-
B.
Sherwood Springs
Sherwood Springs is a small community located within the rural township of Front of Yonge in Eastern Ontario, Canada.
-
C.
Oliver Springs
Oliver Springs is a small town in eastern Tennessee known for its historic coal-mining roots and proximity to outdoor recreation areas near the Cumberland Plateau.
-
D.
Crossville
Crossville is a small city in central Tennessee known as the "Golf Capital of Tennessee" and a gateway to the Cumberland Plateau.
-
E.
Newberry Springs
Newberry Springs is a small unincorporated desert community in San Bernardino County, California, known for its rural character, agriculture supported by groundwater, and location along historic Route 66 in the Mojave Desert.
- 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_69ca8399ad2081909f8fa41d4314c215 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6728965881908e9f14aaee0c5a18 |
completed | April 1, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc216ff2c819098056dff0de9479f |
completed | April 3, 2026, 1:35 p.m. |
| NEDg | Description generation | batch_69cfc39465c48190811f56918fe48526 |
completed | April 3, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc3e6694c8190a03eb55a5b04df52 |
completed | April 3, 2026, 1:43 p.m. |
Created at: March 30, 2026, 7 p.m.