Triple

T17142907
Position Surface form Disambiguated ID Type / Status
Subject Prestonsburg, Kentucky E416014 entity
Predicate namedAfter P63 FINISHED
Object John Preston
John Preston was a prominent early settler and landowner in eastern Kentucky whose influence led to the naming of the city of Prestonsburg in his honor.
 E1253184 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: John Preston | Statement: [Prestonsburg, Kentucky, namedAfter, John Preston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Preston
Context triple: [Prestonsburg, Kentucky, namedAfter, John Preston]
  • A. John Preston
    John Preston is a British journalist and novelist best known for writing the non-fiction book that inspired the television drama "A Very English Scandal."
  • B. John Preston
    John Preston is the highly skilled Grammaton Cleric protagonist of the dystopian science-fiction film "Equilibrium," who begins to question and rebel against his society’s enforced emotion suppression.
  • C. Neil Livingstone
    Neil Livingstone is a political consultant and security expert known for his work on terrorism and international affairs, as well as for running as a Republican candidate for governor of Montana.
  • D. Steve Rotheram
    Steve Rotheram is a British Labour politician and former MP who serves as the Metro Mayor of the Liverpool City Region.
  • E. Andy Burnham
    Andy Burnham is a British Labour Party politician who serves as the Mayor of Greater Manchester and is known for his advocacy on regional devolution and social justice issues.
  • 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: John Preston
Triple: [Prestonsburg, Kentucky, namedAfter, John Preston]
Generated description
John Preston was a prominent early settler and landowner in eastern Kentucky whose influence led to the naming of the city of Prestonsburg in his honor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Preston
Target entity description: John Preston was a prominent early settler and landowner in eastern Kentucky whose influence led to the naming of the city of Prestonsburg in his honor.
  • A. John Preston
    John Preston is a British journalist and novelist best known for writing the non-fiction book that inspired the television drama "A Very English Scandal."
  • B. John Preston
    John Preston is the highly skilled Grammaton Cleric protagonist of the dystopian science-fiction film "Equilibrium," who begins to question and rebel against his society’s enforced emotion suppression.
  • C. Neil Livingstone
    Neil Livingstone is a political consultant and security expert known for his work on terrorism and international affairs, as well as for running as a Republican candidate for governor of Montana.
  • D. Steve Rotheram
    Steve Rotheram is a British Labour politician and former MP who serves as the Metro Mayor of the Liverpool City Region.
  • E. Andy Burnham
    Andy Burnham is a British Labour Party politician who serves as the Mayor of Greater Manchester and is known for his advocacy on regional devolution and social justice issues.
  • 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_69d886d15af4819092f92f8a129763e6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f2d73c3c81908b875023bb925edb completed April 18, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01415718c88190834fedae7b01ac69 completed May 11, 2026, 2:39 a.m.
NEDg Description generation batch_6a014529e7908190bab3e351cdc78c7c completed May 11, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_6a014595ca108190ad1587287987fc01 completed May 11, 2026, 2:57 a.m.
Created at: April 10, 2026, 5:36 a.m.