Triple

T10397743
Position Surface form Disambiguated ID Type / Status
Subject Kentucky Route 80 E245063 entity
Predicate connectsCity P4245 FINISHED
Object Hazard, Kentucky
Hazard, Kentucky is a small city in the Appalachian region of eastern Kentucky known historically for its coal mining industry and mountainous surroundings.
E861625 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: Hazard, Kentucky | Statement: [Kentucky Route 80, connectsCity, Hazard, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hazard, Kentucky
Context triple: [Kentucky Route 80, connectsCity, Hazard, Kentucky]
  • A. Kevil, Kentucky
    Kevil, Kentucky is a small rural city in western Kentucky known for its proximity to the Paducah Gaseous Diffusion Plant and its agricultural surroundings.
  • 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. Shively, Kentucky
    Shively, Kentucky is a home rule-class city in Jefferson County that functions as a residential suburb of Louisville.
  • D. Wilmore, Kentucky
    Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
  • E. 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.
  • 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: Hazard, Kentucky
Triple: [Kentucky Route 80, connectsCity, Hazard, Kentucky]
Generated description
Hazard, Kentucky is a small city in the Appalachian region of eastern Kentucky known historically for its coal mining industry and mountainous surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hazard, Kentucky
Target entity description: Hazard, Kentucky is a small city in the Appalachian region of eastern Kentucky known historically for its coal mining industry and mountainous surroundings.
  • A. Kevil, Kentucky
    Kevil, Kentucky is a small rural city in western Kentucky known for its proximity to the Paducah Gaseous Diffusion Plant and its agricultural surroundings.
  • 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. Shively, Kentucky
    Shively, Kentucky is a home rule-class city in Jefferson County that functions as a residential suburb of Louisville.
  • D. Wilmore, Kentucky
    Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
  • E. 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.
  • 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9d0de448190b0bfd4d6c87d47fa completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fbbad25081908712601404734988 completed April 9, 2026, 7:19 p.m.
NEDg Description generation batch_69d822d597088190bf3dca85e1ddb890 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859cc1aac8190ab232bb4e4e4fac1 completed April 10, 2026, 2 a.m.
Created at: April 6, 2026, 12:07 p.m.