Triple

T14250707
Position Surface form Disambiguated ID Type / Status
Subject Walton County, Georgia E353252 entity
Predicate containsSettlement P847 FINISHED
Object Good Hope, Georgia
Good Hope, Georgia is a small rural city located in Walton County in the north-central part of the state.
 E1090408 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: Good Hope, Georgia | Statement: [Walton County, Georgia, containsSettlement, Good Hope, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Good Hope, Georgia
Context triple: [Walton County, Georgia, containsSettlement, Good Hope, Georgia]
  • A. New Hope, Georgia
    New Hope, Georgia is a small unincorporated community in Paulding County best known as the site of significant Civil War fighting during the Atlanta Campaign.
  • B. Lovejoy, Georgia
    Lovejoy, Georgia is a small city in the southern Atlanta metropolitan area known for its Civil War history and suburban residential character.
  • C. Bogart, Georgia
    Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
  • D. Haralson, Georgia
    Haralson, Georgia is a small unincorporated community located in Coweta County in the west-central part of the state.
  • E. Sylvania, Georgia
    Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern 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: Good Hope, Georgia
Triple: [Walton County, Georgia, containsSettlement, Good Hope, Georgia]
Generated description
Good Hope, Georgia is a small rural city located in Walton County in the north-central part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Good Hope, Georgia
Target entity description: Good Hope, Georgia is a small rural city located in Walton County in the north-central part of the state.
  • A. New Hope, Georgia
    New Hope, Georgia is a small unincorporated community in Paulding County best known as the site of significant Civil War fighting during the Atlanta Campaign.
  • B. Lovejoy, Georgia
    Lovejoy, Georgia is a small city in the southern Atlanta metropolitan area known for its Civil War history and suburban residential character.
  • C. Bogart, Georgia
    Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
  • D. Haralson, Georgia
    Haralson, Georgia is a small unincorporated community located in Coweta County in the west-central part of the state.
  • E. Sylvania, Georgia
    Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6296f9d0819086f62f525d07eb12 completed April 14, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd325815d48190b070866f41986847 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd367fd9788190bd25f057d1f0942c completed May 8, 2026, 1:04 a.m.
NED2 Entity disambiguation (via description) batch_69fd37c1f4c0819085f5c577e673e9df completed May 8, 2026, 1:09 a.m.
Created at: April 10, 2026, 1:08 a.m.