Triple

T2581089
Position Surface form Disambiguated ID Type / Status
Subject Christian County, Kentucky E57090 entity
Predicate contains P35 FINISHED
Object Crofton, Kentucky
Crofton, Kentucky is a small rural city in western Kentucky known for its agricultural surroundings and close-knit community.
E280161 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: Crofton, Kentucky | Statement: [Christian County, Kentucky, contains, Crofton, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Crofton, Kentucky
Context triple: [Christian County, Kentucky, contains, Crofton, Kentucky]
  • A. Upton, Kentucky
    Upton, Kentucky is a small rural city located in central Kentucky that lies along Interstate 65 and spans both Hardin and LaRue counties.
  • B. Flaherty, Kentucky
    Flaherty, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
  • 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. Elkton, Kentucky
    Elkton, Kentucky is a small city in Todd County known as the birthplace of U.S. Supreme Court Justice James C. McReynolds.
  • E. Guston, Kentucky
    Guston, 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: Crofton, Kentucky
Triple: [Christian County, Kentucky, contains, Crofton, Kentucky]
Generated description
Crofton, Kentucky is a small rural city in western Kentucky known for its agricultural surroundings and close-knit community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Crofton, Kentucky
Target entity description: Crofton, Kentucky is a small rural city in western Kentucky known for its agricultural surroundings and close-knit community.
  • A. Upton, Kentucky
    Upton, Kentucky is a small rural city located in central Kentucky that lies along Interstate 65 and spans both Hardin and LaRue counties.
  • B. Flaherty, Kentucky
    Flaherty, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
  • 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. Elkton, Kentucky
    Elkton, Kentucky is a small city in Todd County known as the birthplace of U.S. Supreme Court Justice James C. McReynolds.
  • E. Guston, Kentucky
    Guston, 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3c6da888190ba7abfe37d182602 completed March 7, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69af657cc2b08190a9055d6da7744851 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af69a66078819084f341b052860751 completed March 10, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69af6a071f1c8190b2a707a0c98ddc94 completed March 10, 2026, 12:47 a.m.
Created at: March 6, 2026, 9:49 p.m.