Triple

T14205464
Position Surface form Disambiguated ID Type / Status
Subject Brookings County, South Dakota E352081 entity
Predicate hasMunicipality P847 FINISHED
Object Aurora, South Dakota
Aurora, South Dakota is a small rural town in eastern South Dakota located near the city of Brookings.
E1166193 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: Aurora, South Dakota | Statement: [Brookings County, South Dakota, hasMunicipality, Aurora, South Dakota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aurora, South Dakota
Context triple: [Brookings County, South Dakota, hasMunicipality, Aurora, South Dakota]
  • A. Aberdeen, South Dakota
    Aberdeen, South Dakota is a small city in northeastern South Dakota known as a regional commercial, educational, and cultural hub for the surrounding rural area.
  • B. Eureka, South Dakota
    Eureka, South Dakota is a small city in north-central South Dakota known historically as a regional trade center with strong German-Russian immigrant roots.
  • 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. 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. Salem, South Dakota
    Salem, South Dakota is a small city in eastern South Dakota that serves as the administrative and commercial hub of McCook County.
  • 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: Aurora, South Dakota
Triple: [Brookings County, South Dakota, hasMunicipality, Aurora, South Dakota]
Generated description
Aurora, South Dakota is a small rural town in eastern South Dakota located near the city of Brookings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aurora, South Dakota
Target entity description: Aurora, South Dakota is a small rural town in eastern South Dakota located near the city of Brookings.
  • A. Aberdeen, South Dakota
    Aberdeen, South Dakota is a small city in northeastern South Dakota known as a regional commercial, educational, and cultural hub for the surrounding rural area.
  • B. Eureka, South Dakota
    Eureka, South Dakota is a small city in north-central South Dakota known historically as a regional trade center with strong German-Russian immigrant roots.
  • 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. 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. Salem, South Dakota
    Salem, South Dakota is a small city in eastern South Dakota that serves as the administrative and commercial hub of McCook County.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61f6d4d481909128084e82e6a58a completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff56ade75c8190b556c3b0ba692a96 completed May 9, 2026, 3:45 p.m.
NEDg Description generation batch_69ff5858f6f88190a94a871c831e4f78 completed May 9, 2026, 3:52 p.m.
NED2 Entity disambiguation (via description) batch_69ff589de85c8190abc9c888ac90cf52 completed May 9, 2026, 3:54 p.m.
Created at: April 10, 2026, 1:05 a.m.