Triple

T1059491
Position Surface form Disambiguated ID Type / Status
Subject Calhoun County, Georgia E22872 entity
Predicate hasCommunity P2605 FINISHED
Object Leary, Georgia
Leary, Georgia is a small rural city located in southwestern Georgia within Calhoun County.
 E168520 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: Leary, Georgia | Statement: [Calhoun County, Georgia, hasCommunity, Leary, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leary, Georgia
Context triple: [Calhoun County, Georgia, hasCommunity, Leary, Georgia]
  • A. Lovejoy, Georgia
    Lovejoy, Georgia is a small city in the southern Atlanta metropolitan area known for its Civil War history and suburban residential character.
  • B. Leslie, Georgia
    Leslie, Georgia is a small rural city in southwest Georgia known for its agricultural surroundings and tight-knit community.
  • C. Luthersville, Georgia
    Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
  • D. Stovall, Georgia
    Stovall, Georgia is a small unincorporated community located in Meriwether County in the west-central part of the U.S. state of Georgia.
  • E. Woolsey, Georgia
    Woolsey, Georgia is a small incorporated town located in Fayette County in the U.S. state of Georgia.
  • 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: Leary, Georgia
Triple: [Calhoun County, Georgia, hasCommunity, Leary, Georgia]
Generated description
Leary, Georgia is a small rural city located in southwestern Georgia within Calhoun County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leary, Georgia
Target entity description: Leary, Georgia is a small rural city located in southwestern Georgia within Calhoun County.
  • A. Lovejoy, Georgia
    Lovejoy, Georgia is a small city in the southern Atlanta metropolitan area known for its Civil War history and suburban residential character.
  • B. Leslie, Georgia
    Leslie, Georgia is a small rural city in southwest Georgia known for its agricultural surroundings and tight-knit community.
  • C. Luthersville, Georgia
    Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
  • D. Stovall, Georgia
    Stovall, Georgia is a small unincorporated community located in Meriwether County in the west-central part of the U.S. state of Georgia.
  • E. Woolsey, Georgia
    Woolsey, Georgia is a small incorporated town located in Fayette County in the U.S. state of Georgia.
  • 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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8f28c7c8190b9ca3749666bcbf3 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad158c492c819081988cc99c6f3f0b completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad162d7d08819085108fa5bb33f40f completed March 8, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69ad16a5c76c8190a0bb3ccf5557b1b0 completed March 8, 2026, 6:26 a.m.
Created at: March 1, 2026, 7:42 p.m.