Triple

T10931224
Position Surface form Disambiguated ID Type / Status
Subject Brodhead E258209 entity
Predicate hasAssociatedPlaceName P73979 FINISHED
Object Brodhead, Kentucky
Brodhead, Kentucky is a small city in Rockcastle County known for its rural Appalachian setting and role as a local community hub in south-central Kentucky.
E893434 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: Brodhead, Kentucky | Statement: [Brodhead, hasAssociatedPlaceName, Brodhead, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brodhead, Kentucky
Context triple: [Brodhead, hasAssociatedPlaceName, Brodhead, Kentucky]
  • A. 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.
  • B. Hendron, Kentucky
    Hendron, Kentucky is an unincorporated community located in McCracken County in the western part of the state, near the city of Paducah.
  • C. 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.
  • D. Burgin, Kentucky
    Burgin, Kentucky is a small home rule-class city located in Mercer County in the central part of the state.
  • E. Bloomfield, Kentucky
    Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson 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: Brodhead, Kentucky
Triple: [Brodhead, hasAssociatedPlaceName, Brodhead, Kentucky]
Generated description
Brodhead, Kentucky is a small city in Rockcastle County known for its rural Appalachian setting and role as a local community hub in south-central Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brodhead, Kentucky
Target entity description: Brodhead, Kentucky is a small city in Rockcastle County known for its rural Appalachian setting and role as a local community hub in south-central Kentucky.
  • A. 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.
  • B. Hendron, Kentucky
    Hendron, Kentucky is an unincorporated community located in McCracken County in the western part of the state, near the city of Paducah.
  • C. 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.
  • D. Burgin, Kentucky
    Burgin, Kentucky is a small home rule-class city located in Mercer County in the central part of the state.
  • E. Bloomfield, Kentucky
    Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770a062f481908beb76c6dbaeb6a6 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2175711d4819088f93bdf64ba4d3f completed April 17, 2026, 11:19 a.m.
NEDg Description generation batch_69e21e54e22881908726f088643edfd2 completed April 17, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_69e21f1134d0819082fcc735da61d347 completed April 17, 2026, 11:52 a.m.
Created at: April 8, 2026, 9:23 p.m.