Triple

T2465361
Position Surface form Disambiguated ID Type / Status
Subject Hart County, Kentucky E55234 entity
Predicate hasLargestCity P235 FINISHED
Object Horse Cave, Kentucky
Horse Cave, Kentucky is a small city in south-central Kentucky known for its historic downtown and proximity to extensive cave systems, including the Hidden River Cave.
E270363 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: Horse Cave, Kentucky | Statement: [Hart County, Kentucky, hasLargestCity, Horse Cave, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Horse Cave, Kentucky
Context triple: [Hart County, Kentucky, hasLargestCity, Horse Cave, Kentucky]
  • A. Muldraugh, Kentucky
    Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
  • B. Salvisa, Kentucky
    Salvisa, Kentucky is a small unincorporated rural community located in Mercer County in the central part of the state.
  • C. Nonesuch, Kentucky
    Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
  • D. Flaherty, Kentucky
    Flaherty, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
  • E. Payneville, Kentucky
    Payneville, Kentucky is an unincorporated rural community located in Meade County in the north-central 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: Horse Cave, Kentucky
Triple: [Hart County, Kentucky, hasLargestCity, Horse Cave, Kentucky]
Generated description
Horse Cave, Kentucky is a small city in south-central Kentucky known for its historic downtown and proximity to extensive cave systems, including the Hidden River Cave.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Horse Cave, Kentucky
Target entity description: Horse Cave, Kentucky is a small city in south-central Kentucky known for its historic downtown and proximity to extensive cave systems, including the Hidden River Cave.
  • A. Muldraugh, Kentucky
    Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
  • B. Salvisa, Kentucky
    Salvisa, Kentucky is a small unincorporated rural community located in Mercer County in the central part of the state.
  • C. Nonesuch, Kentucky
    Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
  • D. Flaherty, Kentucky
    Flaherty, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
  • E. Payneville, Kentucky
    Payneville, Kentucky is an unincorporated rural community located in Meade County in the north-central 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_69ab49e3622c8190ad22afa2c4fbb807 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd1216f44819094c46ae7c2c1e394 completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1799b530819095d828c9d4a9dc9c completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af1a13336081908c134023db0cc63e completed March 9, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69af1a7762908190a0efd063e1e72bda completed March 9, 2026, 7:07 p.m.
Created at: March 6, 2026, 9:44 p.m.