Triple

T14576858
Position Surface form Disambiguated ID Type / Status
Subject Hampton County, South Carolina E342074 entity
Predicate containsSettlement P847 FINISHED
Object Gifford, South Carolina
Gifford, South Carolina is a small rural town located in Hampton County in the southern part of the state.
E1106102 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: Gifford, South Carolina | Statement: [Hampton County, South Carolina, containsSettlement, Gifford, South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gifford, South Carolina
Context triple: [Hampton County, South Carolina, containsSettlement, Gifford, South Carolina]
  • A. Lugoff, South Carolina
    Lugoff, South Carolina is a small unincorporated community in Kershaw County that functions as a suburban area of the Columbia metropolitan region.
  • B. Kline, South Carolina
    Kline, South Carolina is a small rural town located in Barnwell County in the southern part of the state.
  • C. Gilbert, South Carolina
    Gilbert, South Carolina is a small rural town in central South Carolina known for its tight-knit community and agricultural surroundings.
  • D. Gatlin, South Carolina
    Gatlin, South Carolina is the fictional small Southern town that serves as the primary setting for the novel and film "Beautiful Creatures."
  • E. Gadsden, South Carolina
    Gadsden, South Carolina is a small unincorporated rural community located in Richland County in the central part of the state, south of Columbia.
  • 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: Gifford, South Carolina
Triple: [Hampton County, South Carolina, containsSettlement, Gifford, South Carolina]
Generated description
Gifford, South Carolina is a small rural town located in Hampton County in the southern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gifford, South Carolina
Target entity description: Gifford, South Carolina is a small rural town located in Hampton County in the southern part of the state.
  • A. Lugoff, South Carolina
    Lugoff, South Carolina is a small unincorporated community in Kershaw County that functions as a suburban area of the Columbia metropolitan region.
  • B. Kline, South Carolina
    Kline, South Carolina is a small rural town located in Barnwell County in the southern part of the state.
  • C. Gilbert, South Carolina
    Gilbert, South Carolina is a small rural town in central South Carolina known for its tight-knit community and agricultural surroundings.
  • D. Gatlin, South Carolina
    Gatlin, South Carolina is the fictional small Southern town that serves as the primary setting for the novel and film "Beautiful Creatures."
  • E. Gadsden, South Carolina
    Gadsden, South Carolina is a small unincorporated rural community located in Richland County in the central part of the state, south of Columbia.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3f5ec448190b2ef887fdf7b633e completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ace7da48190880a736ead5c4055 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8bb3c1188190b158d30e9c962911 completed May 8, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69fd8c6e7d448190835f87e27c998623 completed May 8, 2026, 7:10 a.m.
Created at: April 10, 2026, 1:24 a.m.