Triple
T3754683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Early County, Georgia |
E82016
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Cedar Springs, Georgia
Cedar Springs, Georgia is a small unincorporated community in southwestern Georgia known historically for its agricultural roots and rural character.
|
E385597
|
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: Cedar Springs, Georgia | Statement: [Early County, Georgia, containsSettlement, Cedar Springs, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cedar Springs, Georgia Context triple: [Early County, Georgia, containsSettlement, Cedar Springs, Georgia]
-
A.
Fairburn, Georgia
Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
-
B.
Sandersville, Georgia
Sandersville, Georgia is a small city in central Georgia known historically for its kaolin mining industry and role as the county seat of Washington County.
-
C.
Springfield, Georgia
Springfield, Georgia is a small city in Effingham County that serves as a residential and community hub within the greater Savannah metropolitan region.
-
D.
Cedartown
Cedartown is a small city in northwestern Georgia known historically for its location within the mineral-rich Georgia Gold Belt and its role as a local industrial and railroad hub.
-
E.
Fair Oaks, Georgia
Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta 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: Cedar Springs, Georgia Triple: [Early County, Georgia, containsSettlement, Cedar Springs, Georgia]
Generated description
Cedar Springs, Georgia is a small unincorporated community in southwestern Georgia known historically for its agricultural roots and rural character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cedar Springs, Georgia Target entity description: Cedar Springs, Georgia is a small unincorporated community in southwestern Georgia known historically for its agricultural roots and rural character.
-
A.
Fairburn, Georgia
Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
-
B.
Sandersville, Georgia
Sandersville, Georgia is a small city in central Georgia known historically for its kaolin mining industry and role as the county seat of Washington County.
-
C.
Springfield, Georgia
Springfield, Georgia is a small city in Effingham County that serves as a residential and community hub within the greater Savannah metropolitan region.
-
D.
Cedartown
Cedartown is a small city in northwestern Georgia known historically for its location within the mineral-rich Georgia Gold Belt and its role as a local industrial and railroad hub.
-
E.
Fair Oaks, Georgia
Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta 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_69ad8b1db40081908b61ffa6b78afd4d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb94ffc08190a7fd1ce71a15f787 |
completed | March 8, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e50825588190b620950ac1d4f408 |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e5cd3b3c8190af6ca28a6772625c |
completed | March 14, 2026, 4:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e671e02c819094cae2a3a2abb1b4 |
completed | March 14, 2026, 4:39 a.m. |
Created at: March 8, 2026, 3:35 p.m.