Triple

T7472380
Position Surface form Disambiguated ID Type / Status
Subject Wind Cave National Park E176537 entity
Predicate nearestCity P350 FINISHED
Object Hot Springs, South Dakota
Hot Springs, South Dakota is a small historic city in the southern Black Hills known for its natural warm mineral springs, sandstone architecture, and proximity to major attractions like Wind Cave National Park.
 E668749 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: Hot Springs, South Dakota | Statement: [Wind Cave National Park, nearestCity, Hot Springs, South Dakota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hot Springs, South Dakota
Context triple: [Wind Cave National Park, nearestCity, Hot Springs, South Dakota]
  • A. Elk Point, South Dakota
    Elk Point, South Dakota is a small city in southeastern South Dakota known as one of the state’s oldest settlements and a local hub for the surrounding agricultural region.
  • B. 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.
  • C. Columbia, South Dakota
    Columbia, South Dakota is a small rural town located in northeastern South Dakota within Brown County.
  • D. Pierre, South Dakota
    Pierre, South Dakota is the small capital city of South Dakota, located along the Missouri River in the central part of the state.
  • E. Hudson, South Dakota
    Hudson, South Dakota is a small rural town located in southeastern South Dakota 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: Hot Springs, South Dakota
Triple: [Wind Cave National Park, nearestCity, Hot Springs, South Dakota]
Generated description
Hot Springs, South Dakota is a small historic city in the southern Black Hills known for its natural warm mineral springs, sandstone architecture, and proximity to major attractions like Wind Cave National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hot Springs, South Dakota
Target entity description: Hot Springs, South Dakota is a small historic city in the southern Black Hills known for its natural warm mineral springs, sandstone architecture, and proximity to major attractions like Wind Cave National Park.
  • A. Elk Point, South Dakota
    Elk Point, South Dakota is a small city in southeastern South Dakota known as one of the state’s oldest settlements and a local hub for the surrounding agricultural region.
  • B. 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.
  • C. Columbia, South Dakota
    Columbia, South Dakota is a small rural town located in northeastern South Dakota within Brown County.
  • D. Pierre, South Dakota
    Pierre, South Dakota is the small capital city of South Dakota, located along the Missouri River in the central part of the state.
  • E. Hudson, South Dakota
    Hudson, South Dakota is a small rural town located in southeastern South Dakota 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_69c69f223fd88190b4c69b95d7cbeeda completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f415b5cc81909e1e097c90f460b6 completed March 27, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c625a388190bfe9237568ab2005 completed March 28, 2026, 8:38 p.m.
NEDg Description generation batch_69c8402b0cf8819093b9c511ca259d95 completed March 28, 2026, 8:55 p.m.
NED2 Entity disambiguation (via description) batch_69c8413a95ac819087ac6c75bb35af66 completed March 28, 2026, 8:59 p.m.
Created at: March 27, 2026, 3:41 p.m.