Triple
T4653025
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberty County, Georgia |
E102340
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Flemington, Georgia
Flemington, Georgia is a small town in Liberty County in southeastern Georgia, known for its quiet residential character and proximity to the city of Hinesville and Fort Stewart.
|
E457989
|
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: Flemington, Georgia | Statement: [Liberty County, Georgia, containsSettlement, Flemington, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flemington, Georgia Context triple: [Liberty County, Georgia, containsSettlement, Flemington, Georgia]
-
A.
Ellerslie, Georgia
Ellerslie, Georgia is an unincorporated community in Muscogee County known for its rural residential character near the Columbus metropolitan area.
-
B.
Fair Oaks, Georgia
Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta metropolitan area.
-
C.
Arlington, Georgia
Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
-
D.
Hickory Flat, Georgia
Hickory Flat, Georgia is a rural unincorporated community in north-central Georgia known for its suburban growth and proximity to the city of Canton.
-
E.
Woodstock, Georgia
Woodstock, Georgia is a rapidly growing suburban city in the Atlanta metropolitan area known for its revitalized downtown, family-friendly communities, and access to outdoor recreation.
- 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: Flemington, Georgia Triple: [Liberty County, Georgia, containsSettlement, Flemington, Georgia]
Generated description
Flemington, Georgia is a small town in Liberty County in southeastern Georgia, known for its quiet residential character and proximity to the city of Hinesville and Fort Stewart.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flemington, Georgia Target entity description: Flemington, Georgia is a small town in Liberty County in southeastern Georgia, known for its quiet residential character and proximity to the city of Hinesville and Fort Stewart.
-
A.
Ellerslie, Georgia
Ellerslie, Georgia is an unincorporated community in Muscogee County known for its rural residential character near the Columbus metropolitan area.
-
B.
Fair Oaks, Georgia
Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta metropolitan area.
-
C.
Arlington, Georgia
Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
-
D.
Hickory Flat, Georgia
Hickory Flat, Georgia is a rural unincorporated community in north-central Georgia known for its suburban growth and proximity to the city of Canton.
-
E.
Woodstock, Georgia
Woodstock, Georgia is a rapidly growing suburban city in the Atlanta metropolitan area known for its revitalized downtown, family-friendly communities, and access to outdoor recreation.
- 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_69bd43d71a308190afea7280841b0de8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6314883481908f085a7af497b0d8 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfaeb1ee081909ef641953bdf8df3 |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfbc12acc8190b8116a6003abb3e3 |
completed | March 21, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc44536c8190a71e52b0690a7570 |
completed | March 21, 2026, 2:02 a.m. |
Created at: March 20, 2026, 1:14 p.m.