Triple

T5966323
Position Surface form Disambiguated ID Type / Status
Subject Black Hills E132760 entity
Predicate hasCity P316 FINISHED
Object Spearfish
Spearfish is a small city in western South Dakota known as a gateway to the scenic Black Hills region and nearby Spearfish Canyon.
 E558438 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: Spearfish | Statement: [Black Hills, hasCity, Spearfish]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spearfish
Context triple: [Black Hills, hasCity, Spearfish]
  • A. Sisseton
    Sisseton are one of the traditional bands of the Dakota people, historically associated with the eastern plains and woodlands of what is now the Upper Midwest of the United States.
  • B. Mendota
    Mendota is a small historic city in Minnesota known for its early fur trade significance and location near the meeting point of the Minnesota and Mississippi Rivers.
  • C. Mendota
    Mendota is a small agricultural city in California’s San Joaquin Valley known for its farming and rural character.
  • D. Whitefish
    Whitefish is a small resort city in northwestern Montana known for its proximity to Glacier National Park and the Whitefish Mountain ski area.
  • E. Polson
    Polson is a small city in northwestern Montana known as a gateway to Flathead Lake and the surrounding scenic recreational areas.
  • 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: Spearfish
Triple: [Black Hills, hasCity, Spearfish]
Generated description
Spearfish is a small city in western South Dakota known as a gateway to the scenic Black Hills region and nearby Spearfish Canyon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spearfish
Target entity description: Spearfish is a small city in western South Dakota known as a gateway to the scenic Black Hills region and nearby Spearfish Canyon.
  • A. Sisseton
    Sisseton are one of the traditional bands of the Dakota people, historically associated with the eastern plains and woodlands of what is now the Upper Midwest of the United States.
  • B. Mendota
    Mendota is a small historic city in Minnesota known for its early fur trade significance and location near the meeting point of the Minnesota and Mississippi Rivers.
  • C. Mendota
    Mendota is a small agricultural city in California’s San Joaquin Valley known for its farming and rural character.
  • D. Whitefish
    Whitefish is a small resort city in northwestern Montana known for its proximity to Glacier National Park and the Whitefish Mountain ski area.
  • E. Polson
    Polson is a small city in northwestern Montana known as a gateway to Flathead Lake and the surrounding scenic recreational areas.
  • 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_69c0086c2364819091e9fe2f58fa2517 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03a3e06848190b1d1a191db257a07 completed March 22, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3f917c881909c4f780937c5fa7b completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0e8de4f0c81908e8c67b858cdd066 completed March 23, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69c0e9416ba88190adb835b2ab9630ed completed March 23, 2026, 7:18 a.m.
Created at: March 22, 2026, 4:03 p.m.