Triple

T2956283
Position Surface form Disambiguated ID Type / Status
Subject south-central Kentucky E79937 entity
Predicate containsCity P294 FINISHED
Object Brownsville, Kentucky
Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
E388023 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: Brownsville, Kentucky | Statement: [south-central Kentucky, containsCity, Brownsville, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brownsville, Kentucky
Context triple: [south-central Kentucky, containsCity, Brownsville, Kentucky]
  • A. Scottsville, Kentucky
    Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
  • B. Bloomfield, Kentucky
    Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
  • C. Bonnieville, Kentucky
    Bonnieville, Kentucky is a small rural city in south-central Kentucky known for its location along U.S. Route 31W and its proximity to Mammoth Cave National Park.
  • D. Shively, Kentucky
    Shively, Kentucky is a home rule-class city in Jefferson County that functions as a residential suburb of Louisville.
  • E. Greensburg, Kentucky
    Greensburg, Kentucky is a small historic city in central Kentucky that serves as the county seat of Green 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: Brownsville, Kentucky
Triple: [south-central Kentucky, containsCity, Brownsville, Kentucky]
Generated description
Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brownsville, Kentucky
Target entity description: Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
  • A. Scottsville, Kentucky
    Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
  • B. Bloomfield, Kentucky
    Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
  • C. Bonnieville, Kentucky
    Bonnieville, Kentucky is a small rural city in south-central Kentucky known for its location along U.S. Route 31W and its proximity to Mammoth Cave National Park.
  • D. Shively, Kentucky
    Shively, Kentucky is a home rule-class city in Jefferson County that functions as a residential suburb of Louisville.
  • E. Greensburg, Kentucky
    Greensburg, Kentucky is a small historic city in central Kentucky that serves as the county seat of Green 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad992998f08190ac9428310983172e completed March 8, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f00fe39481908cee24dc57be2b3b completed March 14, 2026, 5:20 a.m.
NEDg Description generation batch_69b4f1aeef248190922102fcee343239 completed March 14, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b4f239fd348190a6a1704dab4894b4 completed March 14, 2026, 5:29 a.m.
Created at: March 8, 2026, 2:57 p.m.