Triple

T8060669
Position Surface form Disambiguated ID Type / Status
Subject Edisto River E188110 entity
Predicate flowsThrough P225 FINISHED
Object Bamberg County
Bamberg County is a rural county in South Carolina known for its agricultural landscape and small-town communities in the state’s southern region.
E713355 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: Bamberg County | Statement: [Edisto River, flowsThrough, Bamberg County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bamberg County
Context triple: [Edisto River, flowsThrough, Bamberg County]
  • A. Randolph County
    Randolph County is a rural county in eastern Alabama known for its small towns, agricultural landscape, and proximity to the Georgia state line.
  • B. Baca County
    Baca County is a sparsely populated, agriculture-focused county located in the southeastern corner of the U.S. state of Colorado.
  • C. Berat County
    Berat County is an administrative region in south-central Albania known for its historic city of Berat, a UNESCO World Heritage site famed for its Ottoman-era architecture and hillside houses.
  • D. Rutherford County
    Rutherford County is a county-level jurisdiction in Tennessee, United States, known for its rapidly growing population and the city of Murfreesboro as its county seat.
  • E. Wilkes County
    Wilkes County is a largely rural county in northwestern North Carolina known for its mountainous terrain, outdoor recreation, and role as a gateway to the Blue Ridge Mountains.
  • 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: Bamberg County
Triple: [Edisto River, flowsThrough, Bamberg County]
Generated description
Bamberg County is a rural county in South Carolina known for its agricultural landscape and small-town communities in the state’s southern region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bamberg County
Target entity description: Bamberg County is a rural county in South Carolina known for its agricultural landscape and small-town communities in the state’s southern region.
  • A. Randolph County
    Randolph County is a rural county in eastern Alabama known for its small towns, agricultural landscape, and proximity to the Georgia state line.
  • B. Baca County
    Baca County is a sparsely populated, agriculture-focused county located in the southeastern corner of the U.S. state of Colorado.
  • C. Berat County
    Berat County is an administrative region in south-central Albania known for its historic city of Berat, a UNESCO World Heritage site famed for its Ottoman-era architecture and hillside houses.
  • D. Rutherford County
    Rutherford County is a county-level jurisdiction in Tennessee, United States, known for its rapidly growing population and the city of Murfreesboro as its county seat.
  • E. Wilkes County
    Wilkes County is a largely rural county in northwestern North Carolina known for its mountainous terrain, outdoor recreation, and role as a gateway to the Blue Ridge Mountains.
  • 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_69ca82b2f68881908c50560697e210da completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3fcc61c0819085edc26e75c5f6d5 completed March 31, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc93d44c3481908b6e95ce8c78c602 completed April 1, 2026, 3:41 a.m.
NEDg Description generation batch_69cc9557c6148190a759021b6add0a61 completed April 1, 2026, 3:47 a.m.
NED2 Entity disambiguation (via description) batch_69cc96a8bb688190a352de1798b380f1 completed April 1, 2026, 3:53 a.m.
Created at: March 30, 2026, 5:26 p.m.