Triple

T2293618
Position Surface form Disambiguated ID Type / Status
Subject Boyle County, Kentucky E51560 entity
Predicate containsSettlement P847 FINISHED
Object Junction City, Kentucky
Junction City, Kentucky is a small rural city in central Kentucky that forms part of the Danville Micropolitan Area and serves as a local residential and service community.
E255868 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: Junction City, Kentucky | Statement: [Boyle County, Kentucky, containsSettlement, Junction City, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Junction City, Kentucky
Context triple: [Boyle County, Kentucky, containsSettlement, Junction City, Kentucky]
  • A. Jenkins, Kentucky
    Jenkins, Kentucky is a small coal-mining town in Letcher County in eastern Kentucky, historically tied to the Appalachian coal industry.
  • B. Greensburg, Kentucky
    Greensburg, Kentucky is a small historic city in central Kentucky that serves as the county seat of Green County.
  • C. 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.
  • 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: Junction City, Kentucky
Triple: [Boyle County, Kentucky, containsSettlement, Junction City, Kentucky]
Generated description
Junction City, Kentucky is a small rural city in central Kentucky that forms part of the Danville Micropolitan Area and serves as a local residential and service community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Junction City, Kentucky
Target entity description: Junction City, Kentucky is a small rural city in central Kentucky that forms part of the Danville Micropolitan Area and serves as a local residential and service community.
  • A. Jenkins, Kentucky
    Jenkins, Kentucky is a small coal-mining town in Letcher County in eastern Kentucky, historically tied to the Appalachian coal industry.
  • B. Greensburg, Kentucky
    Greensburg, Kentucky is a small historic city in central Kentucky that serves as the county seat of Green County.
  • C. 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.
  • 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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc5d90d988190b3253b54e5bb5530 completed March 7, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae8952322c81909d58b89139f51a27 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8d5b13bc819094d0cc02736ba6b5 completed March 9, 2026, 9:05 a.m.
NED2 Entity disambiguation (via description) batch_69ae8dd17a0081908c08d344178674d5 completed March 9, 2026, 9:07 a.m.
Created at: March 4, 2026, 7:48 p.m.