Triple

T14475436
Position Surface form Disambiguated ID Type / Status
Subject Georgia's 8th congressional district E358958 entity
Predicate containsCity P294 FINISHED
Object Fitzgerald, Georgia
Fitzgerald, Georgia is a small city in south-central Georgia known for its unique history as a planned community for Union and Confederate veterans and its famous wild Burmese chicken population.
E1104843 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: Fitzgerald, Georgia | Statement: [Georgia's 8th congressional district, containsCity, Fitzgerald, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fitzgerald, Georgia
Context triple: [Georgia's 8th congressional district, containsCity, Fitzgerald, Georgia]
  • A. Fairmount, Georgia
    Fairmount, Georgia is a small rural city in northwestern Georgia known for its quiet community and proximity to the foothills of the Appalachian Mountains.
  • B. Fayetteville, Georgia
    Fayetteville, Georgia is a suburban city south of Atlanta that serves as the county seat of Fayette County and is known for its historic downtown and proximity to major film production studios.
  • C. 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.
  • D. LaFayette, Georgia
    LaFayette, Georgia is a small city in the northwestern part of the state, serving as a local hub for government, commerce, and community life in the surrounding rural area.
  • E. Bogart, Georgia
    Bogart, Georgia is a small town in northeastern Georgia located near the Athens 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: Fitzgerald, Georgia
Triple: [Georgia's 8th congressional district, containsCity, Fitzgerald, Georgia]
Generated description
Fitzgerald, Georgia is a small city in south-central Georgia known for its unique history as a planned community for Union and Confederate veterans and its famous wild Burmese chicken population.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fitzgerald, Georgia
Target entity description: Fitzgerald, Georgia is a small city in south-central Georgia known for its unique history as a planned community for Union and Confederate veterans and its famous wild Burmese chicken population.
  • A. Fairmount, Georgia
    Fairmount, Georgia is a small rural city in northwestern Georgia known for its quiet community and proximity to the foothills of the Appalachian Mountains.
  • B. Fayetteville, Georgia
    Fayetteville, Georgia is a suburban city south of Atlanta that serves as the county seat of Fayette County and is known for its historic downtown and proximity to major film production studios.
  • C. 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.
  • D. LaFayette, Georgia
    LaFayette, Georgia is a small city in the northwestern part of the state, serving as a local hub for government, commerce, and community life in the surrounding rural area.
  • E. Bogart, Georgia
    Bogart, Georgia is a small town in northeastern Georgia located near the Athens 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_69d827966698819082e140837737501d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de91fc1fc48190842b09aa03ba79f8 completed April 14, 2026, 7:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a3e32fc8190822aeb633b60af6b completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7bf6b13481908307a2037d0de804 completed May 8, 2026, 6 a.m.
NED2 Entity disambiguation (via description) batch_69fd7ce0d8a0819083ba348412d76ee5 completed May 8, 2026, 6:04 a.m.
Created at: April 10, 2026, 1:20 a.m.