Triple

T15238842
Position Surface form Disambiguated ID Type / Status
Subject Meade County, South Dakota E364199 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Hereford, South Dakota
Hereford, South Dakota is a small unincorporated rural community located in Meade County in western South Dakota.
E1195242 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: Hereford, South Dakota | Statement: [Meade County, South Dakota, hasUnincorporatedCommunity, Hereford, South Dakota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hereford, South Dakota
Context triple: [Meade County, South Dakota, hasUnincorporatedCommunity, Hereford, South Dakota]
  • A. Hartford, South Dakota
    Hartford, South Dakota is a small city in eastern South Dakota that serves as a growing residential community near Sioux Falls.
  • B. Humboldt, South Dakota
    Humboldt, South Dakota is a small rural town in eastern South Dakota located just west of 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. 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.
  • E. Davis, South Dakota
    Davis, South Dakota is a small rural town located in Turner County in the southeastern part of the state.
  • 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: Hereford, South Dakota
Triple: [Meade County, South Dakota, hasUnincorporatedCommunity, Hereford, South Dakota]
Generated description
Hereford, South Dakota is a small unincorporated rural community located in Meade County in western South Dakota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hereford, South Dakota
Target entity description: Hereford, South Dakota is a small unincorporated rural community located in Meade County in western South Dakota.
  • A. Hartford, South Dakota
    Hartford, South Dakota is a small city in eastern South Dakota that serves as a growing residential community near Sioux Falls.
  • B. Humboldt, South Dakota
    Humboldt, South Dakota is a small rural town in eastern South Dakota located just west of 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. 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.
  • E. Davis, South Dakota
    Davis, South Dakota is a small rural town located in Turner County in the southeastern part of the state.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007da7e988190925a9b67b8070bc7 completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fff28b707481908611ae8e23de3294 completed May 10, 2026, 2:50 a.m.
NEDg Description generation batch_69fff30874d48190906df0cf14fa279d completed May 10, 2026, 2:52 a.m.
NED2 Entity disambiguation (via description) batch_69fff383ce688190ac6c91f89250557c completed May 10, 2026, 2:54 a.m.
Created at: April 10, 2026, 3:12 a.m.