Triple

T9134565
Position Surface form Disambiguated ID Type / Status
Subject Bobby Byrd E219168 entity
Predicate placeOfDeath P21 FINISHED
Object Loganville, Georgia, United States
Loganville is a small suburban city in northeastern Georgia, United States, located between Atlanta and Athens and known for its residential communities and local parks.
 E780560 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: Loganville, Georgia, United States | Statement: [Bobby Byrd, placeOfDeath, Loganville, Georgia, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loganville, Georgia, United States
Context triple: [Bobby Byrd, placeOfDeath, Loganville, Georgia, United States]
  • A. Glennville, Georgia, United States
    Glennville, Georgia, United States is a small rural city in Tattnall County known as the hometown of former NFL star wide receiver Sterling Sharpe.
  • B. Louvale, Georgia
    Louvale, Georgia is a small unincorporated community and census-designated place in rural southwestern Georgia known for its historic churches and annual Louvale Church Row Homecoming.
  • C. Braselton, Georgia, United States
    Braselton, Georgia, United States is a small town in northeastern Georgia known for its suburban character, proximity to Atlanta, and attractions like the Château Élan Winery & Resort.
  • D. Lovett, Georgia
    Lovett, Georgia is a small unincorporated rural community located in Laurens County in the central part of the state.
  • E. Metcalfe, Georgia
    Metcalfe, Georgia is a small unincorporated rural community located in Thomas County in the southern 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: Loganville, Georgia, United States
Triple: [Bobby Byrd, placeOfDeath, Loganville, Georgia, United States]
Generated description
Loganville is a small suburban city in northeastern Georgia, United States, located between Atlanta and Athens and known for its residential communities and local parks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loganville, Georgia, United States
Target entity description: Loganville is a small suburban city in northeastern Georgia, United States, located between Atlanta and Athens and known for its residential communities and local parks.
  • A. Glennville, Georgia, United States
    Glennville, Georgia, United States is a small rural city in Tattnall County known as the hometown of former NFL star wide receiver Sterling Sharpe.
  • B. Louvale, Georgia
    Louvale, Georgia is a small unincorporated community and census-designated place in rural southwestern Georgia known for its historic churches and annual Louvale Church Row Homecoming.
  • C. Braselton, Georgia, United States
    Braselton, Georgia, United States is a small town in northeastern Georgia known for its suburban character, proximity to Atlanta, and attractions like the Château Élan Winery & Resort.
  • D. Lovett, Georgia
    Lovett, Georgia is a small unincorporated rural community located in Laurens County in the central part of the state.
  • E. Metcalfe, Georgia
    Metcalfe, Georgia is a small unincorporated rural community located in Thomas County in the southern 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8de0dec8190978c80b9ec8bf25c completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047efc5e48190bc8c4a7e865faef9 completed April 3, 2026, 11:06 p.m.
NEDg Description generation batch_69d04935d4e88190acb4d65a2dc2bc8a completed April 3, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69d049e6c4cc81909e08b5aaed9a88dc completed April 3, 2026, 11:14 p.m.
Created at: March 30, 2026, 7:18 p.m.