Triple
T15524444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Powder Springs, Georgia |
E369046
|
entity |
| Predicate | hasNearbyCity |
P350
|
FINISHED |
| Object |
Hiram, Georgia
Hiram, Georgia is a small suburban city in Paulding County, northwest of Atlanta, known for its residential communities and local retail centers.
|
E1183887
|
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: Hiram, Georgia | Statement: [Powder Springs, Georgia, hasNearbyCity, Hiram, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hiram, Georgia Context triple: [Powder Springs, Georgia, hasNearbyCity, Hiram, Georgia]
-
A.
Hahira, Georgia
Hahira, Georgia is a small city in southern Georgia known for its annual Honeybee Festival and close-knit community atmosphere.
-
B.
Sylvania, Georgia
Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
-
C.
Hartwell, Georgia
Hartwell, Georgia is a small city in northeastern Georgia that serves as a gateway to outdoor recreation and tourism on Lake Hartwell.
-
D.
Whigham, Georgia
Whigham, Georgia is a small rural city in the southwestern part of the state known for its tight-knit community and agricultural surroundings.
-
E.
Guyton, Georgia
Guyton, Georgia is a small city in southeastern Georgia known for its historic charm and role as a residential community within the Savannah metropolitan area.
- 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: Hiram, Georgia Triple: [Powder Springs, Georgia, hasNearbyCity, Hiram, Georgia]
Generated description
Hiram, Georgia is a small suburban city in Paulding County, northwest of Atlanta, known for its residential communities and local retail centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hiram, Georgia Target entity description: Hiram, Georgia is a small suburban city in Paulding County, northwest of Atlanta, known for its residential communities and local retail centers.
-
A.
Hahira, Georgia
Hahira, Georgia is a small city in southern Georgia known for its annual Honeybee Festival and close-knit community atmosphere.
-
B.
Sylvania, Georgia
Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
-
C.
Hartwell, Georgia
Hartwell, Georgia is a small city in northeastern Georgia that serves as a gateway to outdoor recreation and tourism on Lake Hartwell.
-
D.
Whigham, Georgia
Whigham, Georgia is a small rural city in the southwestern part of the state known for its tight-knit community and agricultural surroundings.
-
E.
Guyton, Georgia
Guyton, Georgia is a small city in southeastern Georgia known for its historic charm and role as a residential community within the Savannah metropolitan area.
- 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_69d85a1794cc8190b0b428716296e63e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e04143bda08190a2dee44918c1ad1c |
completed | April 16, 2026, 1:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb593258081909dcaf2b37fd28e63 |
completed | May 9, 2026, 10:30 p.m. |
| NEDg | Description generation | batch_69ffb6945aec8190a2295e497f6c7cf3 |
completed | May 9, 2026, 10:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb70b8a3081909ee116014e47a757 |
completed | May 9, 2026, 10:36 p.m. |
Created at: April 10, 2026, 4:05 a.m.