Triple

T9433302
Position Surface form Disambiguated ID Type / Status
Subject Twiggs County, Georgia E227437 entity
Predicate contains P35 FINISHED
Object Dry Branch, Georgia
Dry Branch, Georgia is an unincorporated rural community in central Georgia known for its small-town character and location near Macon.
 E799136 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: Dry Branch, Georgia | Statement: [Twiggs County, Georgia, contains, Dry Branch, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dry Branch, Georgia
Context triple: [Twiggs County, Georgia, contains, Dry Branch, Georgia]
  • A. Gum Branch, Georgia
    Gum Branch, Georgia is a small city in Liberty County known as a rural residential community in southeastern Georgia.
  • B. Wildwood, Georgia
    Wildwood, Georgia is a small unincorporated community in Dade County near the northwest corner of the state, close to the Tennessee and Alabama borders.
  • C. 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.
  • D. 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.
  • E. Brinson, Georgia
    Brinson, Georgia is a small rural community located in Decatur County in the southwestern part of the state.
  • 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: Dry Branch, Georgia
Triple: [Twiggs County, Georgia, contains, Dry Branch, Georgia]
Generated description
Dry Branch, Georgia is an unincorporated rural community in central Georgia known for its small-town character and location near Macon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dry Branch, Georgia
Target entity description: Dry Branch, Georgia is an unincorporated rural community in central Georgia known for its small-town character and location near Macon.
  • A. Gum Branch, Georgia
    Gum Branch, Georgia is a small city in Liberty County known as a rural residential community in southeastern Georgia.
  • B. Wildwood, Georgia
    Wildwood, Georgia is a small unincorporated community in Dade County near the northwest corner of the state, close to the Tennessee and Alabama borders.
  • C. 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.
  • D. 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.
  • E. Brinson, Georgia
    Brinson, Georgia is a small rural community located in Decatur County in the southwestern part of the state.
  • 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_69ca8437a7ac81908651de48f2d2141d completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7e61a114819081fc4a2ad39c96ba completed April 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1104514d481908d7cb9a87a01f1e2 completed April 4, 2026, 1:21 p.m.
NEDg Description generation batch_69d1115ed8c48190af02a8ec38c8e2b9 completed April 4, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69d111f3190c8190ba2fe5687212da25 completed April 4, 2026, 1:28 p.m.
Created at: March 30, 2026, 7:49 p.m.