Triple

T12162088
Position Surface form Disambiguated ID Type / Status
Subject Edmunds County, South Dakota E289733 entity
Predicate seat P75 FINISHED
Object Ipswich, South Dakota
Ipswich, South Dakota is a small rural city in the north-central part of the state known for its agricultural community and role as a local government and service hub.
 E965537 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: Ipswich, South Dakota | Statement: [Edmunds County, South Dakota, seat, Ipswich, South Dakota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ipswich, South Dakota
Context triple: [Edmunds County, South Dakota, seat, Ipswich, South Dakota]
  • A. Westport, South Dakota
    Westport, South Dakota is a small rural town located in northeastern South Dakota within Brown County.
  • B. Hartford, South Dakota
    Hartford, South Dakota is a small city in eastern South Dakota that serves as a growing residential community near Sioux Falls.
  • C. 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.
  • D. Madison, South Dakota
    Madison, South Dakota is a small city in eastern South Dakota known as a regional hub for education, technology, and agriculture.
  • E. Fairview, South Dakota
    Fairview, South Dakota is a small rural town located in Lincoln County in the southeastern part of the state near the Iowa border.
  • 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: Ipswich, South Dakota
Triple: [Edmunds County, South Dakota, seat, Ipswich, South Dakota]
Generated description
Ipswich, South Dakota is a small rural city in the north-central part of the state known for its agricultural community and role as a local government and service hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ipswich, South Dakota
Target entity description: Ipswich, South Dakota is a small rural city in the north-central part of the state known for its agricultural community and role as a local government and service hub.
  • A. Westport, South Dakota
    Westport, South Dakota is a small rural town located in northeastern South Dakota within Brown County.
  • B. Hartford, South Dakota
    Hartford, South Dakota is a small city in eastern South Dakota that serves as a growing residential community near Sioux Falls.
  • C. 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.
  • D. Madison, South Dakota
    Madison, South Dakota is a small city in eastern South Dakota known as a regional hub for education, technology, and agriculture.
  • E. Fairview, South Dakota
    Fairview, South Dakota is a small rural town located in Lincoln County in the southeastern part of the state near the Iowa border.
  • 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c395e48190a16e97fd29787a51 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6a0baf0819094e90b7e92b979d4 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7385881909ddb86a1d39ff5d4 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ebaa448190ba59485d9d7d68d1 completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:50 p.m.