Triple

T20276363
Position Surface form Disambiguated ID Type / Status
Subject GA-02 E503025 entity
Predicate hasCity P316 FINISHED
Object Charing, Georgia
Charing, Georgia is a small unincorporated community located in the west-central part of the state within Georgia’s 2nd congressional district.
E1421497 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: Charing, Georgia | Statement: [GA-02, hasCity, Charing, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charing, Georgia
Context triple: [GA-02, hasCity, Charing, Georgia]
  • A. Chamblee, Georgia
    Chamblee, Georgia is a small city in the northeastern Atlanta metropolitan area known for its diverse population, historic downtown, and growing commercial and residential development.
  • B. Chatsworth, Georgia
    Chatsworth, Georgia is a small city in Murray County that serves as a gateway to the scenic mountains and outdoor recreation areas of North Georgia.
  • C. Blitchton, Georgia
    Blitchton, Georgia is a small unincorporated community in Bryan County in southeastern Georgia, located near the eastern end of U.S. Route 280.
  • D. Carnesville, Georgia
    Carnesville, Georgia is a small city in northeastern Georgia that serves as the county seat of Franklin County.
  • E. Glynco, Georgia
    Glynco, Georgia is a community near Brunswick best known as the primary campus and headquarters of the Federal Law Enforcement Training Centers (FLETC).
  • 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: Charing, Georgia
Triple: [GA-02, hasCity, Charing, Georgia]
Generated description
Charing, Georgia is a small unincorporated community located in the west-central part of the state within Georgia’s 2nd congressional district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charing, Georgia
Target entity description: Charing, Georgia is a small unincorporated community located in the west-central part of the state within Georgia’s 2nd congressional district.
  • A. Chamblee, Georgia
    Chamblee, Georgia is a small city in the northeastern Atlanta metropolitan area known for its diverse population, historic downtown, and growing commercial and residential development.
  • B. Chatsworth, Georgia
    Chatsworth, Georgia is a small city in Murray County that serves as a gateway to the scenic mountains and outdoor recreation areas of North Georgia.
  • C. Blitchton, Georgia
    Blitchton, Georgia is a small unincorporated community in Bryan County in southeastern Georgia, located near the eastern end of U.S. Route 280.
  • D. Carnesville, Georgia
    Carnesville, Georgia is a small city in northeastern Georgia that serves as the county seat of Franklin County.
  • E. Glynco, Georgia
    Glynco, Georgia is a community near Brunswick best known as the primary campus and headquarters of the Federal Law Enforcement Training Centers (FLETC).
  • 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_69e0b4b0e79c8190bd61f22ef1329fa8 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e675e3df68819096fb859bc92a0da1 completed April 20, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a21233881908fb835541ae88c70 completed May 16, 2026, 11:50 a.m.
NEDg Description generation batch_6a085a8b52088190976c1ef189de5a5b completed May 16, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a085af42c1c81908c9ee0f84f9a9481 completed May 16, 2026, 11:54 a.m.
Created at: April 16, 2026, 10:32 a.m.