Triple

T22007248
Position Surface form Disambiguated ID Type / Status
Subject Brule County, South Dakota E543479 entity
Predicate hasCountySeat P383 FINISHED
Object Chamberlain, South Dakota
Chamberlain, South Dakota is a small city along the Missouri River in central South Dakota known as a regional hub for travel, commerce, and outdoor recreation.
E1517607 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: Chamberlain, South Dakota | Statement: [Brule County, South Dakota, hasCountySeat, Chamberlain, South Dakota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chamberlain, South Dakota
Context triple: [Brule County, South Dakota, hasCountySeat, Chamberlain, South Dakota]
  • A. Davis, South Dakota
    Davis, South Dakota is a small rural town located in Turner County in the southeastern part of the state.
  • B. Columbia, South Dakota
    Columbia, South Dakota is a small rural town located in northeastern South Dakota within Brown County.
  • C. Ideal, South Dakota
    Ideal, South Dakota is a small unincorporated community located within the Rosebud Indian Reservation in south-central South Dakota.
  • D. Vermillion, South Dakota
    Vermillion, South Dakota is a small city in southeastern South Dakota best known as the home of the University of South Dakota and its flagship campus.
  • E. St. Francis, South Dakota
    St. Francis, South Dakota is a small town located within the Rosebud Indian Reservation and is closely associated with the Sicangu Lakota (Rosebud Sioux) community.
  • 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: Chamberlain, South Dakota
Triple: [Brule County, South Dakota, hasCountySeat, Chamberlain, South Dakota]
Generated description
Chamberlain, South Dakota is a small city along the Missouri River in central South Dakota known as a regional hub for travel, commerce, and outdoor recreation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chamberlain, South Dakota
Target entity description: Chamberlain, South Dakota is a small city along the Missouri River in central South Dakota known as a regional hub for travel, commerce, and outdoor recreation.
  • A. Davis, South Dakota
    Davis, South Dakota is a small rural town located in Turner County in the southeastern part of the state.
  • B. Columbia, South Dakota
    Columbia, South Dakota is a small rural town located in northeastern South Dakota within Brown County.
  • C. Ideal, South Dakota
    Ideal, South Dakota is a small unincorporated community located within the Rosebud Indian Reservation in south-central South Dakota.
  • D. Vermillion, South Dakota
    Vermillion, South Dakota is a small city in southeastern South Dakota best known as the home of the University of South Dakota and its flagship campus.
  • E. St. Francis, South Dakota
    St. Francis, South Dakota is a small town located within the Rosebud Indian Reservation and is closely associated with the Sicangu Lakota (Rosebud Sioux) community.
  • 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a18c1081909d15aa7ed4b725e3 completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a809cc7fc81908c9d7164ed135b41 completed May 18, 2026, 2:59 a.m.
NEDg Description generation batch_6a0a8484d02c8190a030f896a697820e completed May 18, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_6a0a8538ae648190b1c6315a7af34d3f completed May 18, 2026, 3:19 a.m.
Created at: April 16, 2026, 8:21 p.m.