Triple

T6422860
Position Surface form Disambiguated ID Type / Status
Subject Interstate 95 in Florence County, South Carolina E127986 entity
Predicate county P75 FINISHED
Object Florence County
Florence County is a county in northeastern South Carolina known for its regional hub city of Florence and its location along major transportation routes including Interstate 95.
E597816 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: Florence County | Statement: [Interstate 95 in Florence County, South Carolina, county, Florence County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Florence County
Context triple: [Interstate 95 in Florence County, South Carolina, county, Florence County]
  • A. Ware County
    Ware County is a county in southeastern Georgia known for encompassing much of the Okefenokee Swamp and having Waycross as its county seat.
  • B. McIntosh County
    McIntosh County is a coastal county in southeastern Georgia known for its marshlands, historic communities, and location along the Atlantic Intracoastal Waterway.
  • C. Laurens County
    Laurens County is a county in northwestern South Carolina known for its historic towns, rural landscapes, and role in the broader Upstate region’s textile and agricultural heritage.
  • D. Laurens County
    Laurens County is a county in central Georgia known for its seat, the city of Dublin, and its location along major transportation routes in the state.
  • E. Telfair County
    Telfair County is a rural county in south-central Georgia known for its agricultural landscape and small-town communities.
  • 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: Florence County
Triple: [Interstate 95 in Florence County, South Carolina, county, Florence County]
Generated description
Florence County is a county in northeastern South Carolina known for its regional hub city of Florence and its location along major transportation routes including Interstate 95.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Florence County
Target entity description: Florence County is a county in northeastern South Carolina known for its regional hub city of Florence and its location along major transportation routes including Interstate 95.
  • A. Ware County
    Ware County is a county in southeastern Georgia known for encompassing much of the Okefenokee Swamp and having Waycross as its county seat.
  • B. McIntosh County
    McIntosh County is a coastal county in southeastern Georgia known for its marshlands, historic communities, and location along the Atlantic Intracoastal Waterway.
  • C. Laurens County
    Laurens County is a county in central Georgia known for its seat, the city of Dublin, and its location along major transportation routes in the state.
  • D. Laurens County
    Laurens County is a county in northwestern South Carolina known for its historic towns, rural landscapes, and role in the broader Upstate region’s textile and agricultural heritage.
  • E. Telfair County
    Telfair County is a rural county in south-central Georgia known for its agricultural landscape and small-town communities.
  • 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_69c00838de888190af2eec0b80495efa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0690576c48190b5db5464eacc9de3 completed March 22, 2026, 10:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6637d35888190bbe9802229e55df1 completed March 27, 2026, 11:01 a.m.
NEDg Description generation batch_69c663ed99d88190ae15797fe3991d5c completed March 27, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69c6645016908190be1532108da2ca2c completed March 27, 2026, 11:04 a.m.
Created at: March 22, 2026, 4:43 p.m.