Triple

T17836791
Position Surface form Disambiguated ID Type / Status
Subject Hutchinson County, South Dakota E445410 entity
Predicate largestCity P235 FINISHED
Object Parkston, South Dakota
Parkston, South Dakota is a small city in southeastern South Dakota that serves as a local commercial and community hub for the surrounding rural area.
E1306344 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: Parkston, South Dakota | Statement: [Hutchinson County, South Dakota, largestCity, Parkston, South Dakota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Parkston, South Dakota
Context triple: [Hutchinson County, South Dakota, largestCity, Parkston, South Dakota]
  • A. Parker, South Dakota
    Parker, South Dakota is a small rural city in Turner County that serves as the county seat and a local hub for the surrounding agricultural region.
  • B. Summerset, South Dakota
    Summerset, South Dakota is a small city in the Rapid City metropolitan area known for its residential communities and proximity to the Black Hills.
  • C. Madison, South Dakota
    Madison, South Dakota is a small city in eastern South Dakota known as a regional hub for education, technology, and agriculture.
  • D. Columbia, South Dakota
    Columbia, South Dakota is a small rural town located in northeastern South Dakota within Brown County.
  • E. Harrisburg, South Dakota
    Harrisburg, South Dakota is a rapidly growing suburban city near Sioux Falls known for its family-friendly community and strong school system.
  • 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: Parkston, South Dakota
Triple: [Hutchinson County, South Dakota, largestCity, Parkston, South Dakota]
Generated description
Parkston, South Dakota is a small city in southeastern South Dakota that serves as a local commercial and community hub for the surrounding rural area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Parkston, South Dakota
Target entity description: Parkston, South Dakota is a small city in southeastern South Dakota that serves as a local commercial and community hub for the surrounding rural area.
  • A. Parker, South Dakota
    Parker, South Dakota is a small rural city in Turner County that serves as the county seat and a local hub for the surrounding agricultural region.
  • B. Summerset, South Dakota
    Summerset, South Dakota is a small city in the Rapid City metropolitan area known for its residential communities and proximity to the Black Hills.
  • C. Madison, South Dakota
    Madison, South Dakota is a small city in eastern South Dakota known as a regional hub for education, technology, and agriculture.
  • D. Columbia, South Dakota
    Columbia, South Dakota is a small rural town located in northeastern South Dakota within Brown County.
  • E. Harrisburg, South Dakota
    Harrisburg, South Dakota is a rapidly growing suburban city near Sioux Falls known for its family-friendly community and strong school system.
  • 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_69d8b9f1a6d881909f024bc603111cdb completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48d28c14881909033abd09bbdb135 completed April 19, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a037c23e784819087da9c25290d6a5e completed May 12, 2026, 7:14 p.m.
NEDg Description generation batch_6a037e4f9a648190a8031fde473d6d30 completed May 12, 2026, 7:23 p.m.
NED2 Entity disambiguation (via description) batch_6a037eba5fb88190b2c131260f28df84 completed May 12, 2026, 7:25 p.m.
Created at: April 10, 2026, 10:16 a.m.