Triple
T5521451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lowndes County, Georgia |
E144817
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Hahira, Georgia
Hahira, Georgia is a small city in southern Georgia known for its annual Honeybee Festival and close-knit community atmosphere.
|
E538933
|
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: Hahira, Georgia | Statement: [Lowndes County, Georgia, contains, Hahira, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hahira, Georgia Context triple: [Lowndes County, Georgia, contains, Hahira, Georgia]
-
A.
Calhoun, Georgia
Calhoun, Georgia is a small city in northwest Georgia known as the county seat of Gordon County and a regional hub along Interstate 75.
-
B.
Hoschton, Georgia
Hoschton, Georgia is a small city in Jackson County known for its suburban-rural character and location within the rapidly growing northeastern region of the Atlanta metropolitan area.
-
C.
Statesboro, Georgia
Statesboro, Georgia is a small city in southeastern Georgia known as a regional hub for education, commerce, and as the home of Georgia Southern University.
-
D.
Jesup, Georgia
Jesup, Georgia is a small city in southeastern Georgia that serves as the county seat of Wayne County and a regional hub for rail and outdoor recreation.
-
E.
Baxley, Georgia
Baxley, Georgia is a small city in Appling County known for its rural character and proximity to major energy infrastructure in southeastern Georgia.
- 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: Hahira, Georgia Triple: [Lowndes County, Georgia, contains, Hahira, Georgia]
Generated description
Hahira, Georgia is a small city in southern Georgia known for its annual Honeybee Festival and close-knit community atmosphere.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hahira, Georgia Target entity description: Hahira, Georgia is a small city in southern Georgia known for its annual Honeybee Festival and close-knit community atmosphere.
-
A.
Calhoun, Georgia
Calhoun, Georgia is a small city in northwest Georgia known as the county seat of Gordon County and a regional hub along Interstate 75.
-
B.
Hoschton, Georgia
Hoschton, Georgia is a small city in Jackson County known for its suburban-rural character and location within the rapidly growing northeastern region of the Atlanta metropolitan area.
-
C.
Statesboro, Georgia
Statesboro, Georgia is a small city in southeastern Georgia known as a regional hub for education, commerce, and as the home of Georgia Southern University.
-
D.
Jesup, Georgia
Jesup, Georgia is a small city in southeastern Georgia that serves as the county seat of Wayne County and a regional hub for rail and outdoor recreation.
-
E.
Baxley, Georgia
Baxley, Georgia is a small city in Appling County known for its rural character and proximity to major energy infrastructure in southeastern Georgia.
- 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_69c008f873a481909b4d9f7e2db3c37d |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01f7227a8819080c9f074afe0eaac |
completed | March 22, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c059d775308190b6b8f86b34e435d9 |
completed | March 22, 2026, 9:06 p.m. |
| NEDg | Description generation | batch_69c05b3696c0819081e869a229fb881f |
completed | March 22, 2026, 9:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c05bb8a4988190b1b27f42e22d0187 |
completed | March 22, 2026, 9:14 p.m. |
Created at: March 22, 2026, 3:33 p.m.