Triple
T14302399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banks County |
E354599
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Hollingsworth, Georgia
Hollingsworth, Georgia is a small unincorporated rural community located in Banks County in the northeastern part of the state.
|
E1104959
|
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: Hollingsworth, Georgia | Statement: [Banks County, hasUnincorporatedCommunity, Hollingsworth, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hollingsworth, Georgia Context triple: [Banks County, hasUnincorporatedCommunity, Hollingsworth, Georgia]
-
A.
Hulett, Georgia
Hulett, Georgia is a small unincorporated rural community located in Carroll County in the western part of the state.
-
B.
Hartwell, Georgia
Hartwell, Georgia is a small city in northeastern Georgia that serves as a gateway to outdoor recreation and tourism on Lake Hartwell.
-
C.
Haralson, Georgia
Haralson, Georgia is a small unincorporated community located in Coweta County in the west-central part of the state.
-
D.
Woolsey, Georgia
Woolsey, Georgia is a small incorporated town located in Fayette County in the U.S. state of Georgia.
-
E.
Holly Springs, Georgia
Holly Springs, Georgia is a small suburban city in the Atlanta metropolitan area known for its rapid growth and family-oriented community.
- 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: Hollingsworth, Georgia Triple: [Banks County, hasUnincorporatedCommunity, Hollingsworth, Georgia]
Generated description
Hollingsworth, Georgia is a small unincorporated rural community located in Banks County in the northeastern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hollingsworth, Georgia Target entity description: Hollingsworth, Georgia is a small unincorporated rural community located in Banks County in the northeastern part of the state.
-
A.
Hulett, Georgia
Hulett, Georgia is a small unincorporated rural community located in Carroll County in the western part of the state.
-
B.
Hartwell, Georgia
Hartwell, Georgia is a small city in northeastern Georgia that serves as a gateway to outdoor recreation and tourism on Lake Hartwell.
-
C.
Haralson, Georgia
Haralson, Georgia is a small unincorporated community located in Coweta County in the west-central part of the state.
-
D.
Woolsey, Georgia
Woolsey, Georgia is a small incorporated town located in Fayette County in the U.S. state of Georgia.
-
E.
Holly Springs, Georgia
Holly Springs, Georgia is a small suburban city in the Atlanta metropolitan area known for its rapid growth and family-oriented community.
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717fc2348190bb6ba3109bd2871f |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd7a3479088190929ab4b9d218a608 |
completed | May 8, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69fd7d80d358819095661dac316ff69f |
completed | May 8, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7e0a30188190942ff45e0f865490 |
completed | May 8, 2026, 6:09 a.m. |
Created at: April 10, 2026, 1:12 a.m.