Triple

T4819702
Position Surface form Disambiguated ID Type / Status
Subject Chattahoochee County, Georgia E107678 entity
Predicate consolidatedWith P7838 FINISHED
Object Cusseta, Georgia
Cusseta, Georgia is a small city in west-central Georgia that serves as the county seat of Chattahoochee County and forms a unified city-county government with it.
E477877 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: Cusseta, Georgia | Statement: [Chattahoochee County, Georgia, consolidatedWith, Cusseta, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cusseta, Georgia
Context triple: [Chattahoochee County, Georgia, consolidatedWith, Cusseta, Georgia]
  • A. 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.
  • B. 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.
  • C. De Soto, Georgia
    De Soto, Georgia is a small rural city located in southwestern Georgia in the United States.
  • D. St. Marys, Georgia
    St. Marys, Georgia is a historic coastal town in southeastern Georgia known as a gateway to Cumberland Island and the surrounding marshes and waterways.
  • E. 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.
  • 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: Cusseta, Georgia
Triple: [Chattahoochee County, Georgia, consolidatedWith, Cusseta, Georgia]
Generated description
Cusseta, Georgia is a small city in west-central Georgia that serves as the county seat of Chattahoochee County and forms a unified city-county government with it.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cusseta, Georgia
Target entity description: Cusseta, Georgia is a small city in west-central Georgia that serves as the county seat of Chattahoochee County and forms a unified city-county government with it.
  • A. 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.
  • B. 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.
  • C. De Soto, Georgia
    De Soto, Georgia is a small rural city located in southwestern Georgia in the United States.
  • D. St. Marys, Georgia
    St. Marys, Georgia is a historic coastal town in southeastern Georgia known as a gateway to Cumberland Island and the surrounding marshes and waterways.
  • E. 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.
  • 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_69bd43f9efa081908314cb3e94fa1695 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c98358081908ed43425af667a98 completed March 20, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fa2f3e0819084ca792c1b08e3b9 completed March 21, 2026, 10:14 a.m.
NEDg Description generation batch_69be70048b8c819089da3cb2fa086c5b completed March 21, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69be707707dc81908ef4a2efa23411b1 completed March 21, 2026, 10:18 a.m.
Created at: March 20, 2026, 1:24 p.m.