Triple

T3066081
Position Surface form Disambiguated ID Type / Status
Subject The Dig E62106 entity
Predicate star P23405 FINISHED
Object Johnny Flynn
Johnny Flynn is a British actor, singer-songwriter, and frontman of the folk-rock band Johnny Flynn & The Sussex Wit, known for roles in film, television, and theatre.
 E322752 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: Johnny Flynn | Statement: [The Dig, star, Johnny Flynn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johnny Flynn
Context triple: [The Dig, star, Johnny Flynn]
  • A. John Spellar
    John Spellar is a British Labour Party politician who has served as a long-time Member of Parliament and held several defence-related ministerial roles.
  • B. William Callaghan
    William Callaghan is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the Callaghan surname.
  • C. James Yorkston
    James Yorkston is a Scottish singer-songwriter and key figure in the modern folk scene, known for his introspective lyrics and work with the Fence Collective.
  • D. Luca Firth
    Luca Firth is one of British actor Colin Firth’s sons, known primarily for his connection to the acclaimed performer.
  • E. Laura Marling
    Laura Marling is an English folk singer-songwriter and guitarist acclaimed for her introspective lyrics and distinctive, mature vocal style.
  • 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: Johnny Flynn
Triple: [The Dig, star, Johnny Flynn]
Generated description
Johnny Flynn is a British actor, singer-songwriter, and frontman of the folk-rock band Johnny Flynn & The Sussex Wit, known for roles in film, television, and theatre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johnny Flynn
Target entity description: Johnny Flynn is a British actor, singer-songwriter, and frontman of the folk-rock band Johnny Flynn & The Sussex Wit, known for roles in film, television, and theatre.
  • A. John Spellar
    John Spellar is a British Labour Party politician who has served as a long-time Member of Parliament and held several defence-related ministerial roles.
  • B. William Callaghan
    William Callaghan is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the Callaghan surname.
  • C. James Yorkston
    James Yorkston is a Scottish singer-songwriter and key figure in the modern folk scene, known for his introspective lyrics and work with the Fence Collective.
  • D. Luca Firth
    Luca Firth is one of British actor Colin Firth’s sons, known primarily for his connection to the acclaimed performer.
  • E. Laura Marling
    Laura Marling is an English folk singer-songwriter and guitarist acclaimed for her introspective lyrics and distinctive, mature vocal style.
  • 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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada0fd87308190918e7b616f033faa completed March 8, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef16cf2881908265dfe8a1e3424d completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1f028cd0881909b35bf1870aae534 completed March 11, 2026, 10:43 p.m.
NED2 Entity disambiguation (via description) batch_69b1f0a0f15481909f71c702ecc93924 completed March 11, 2026, 10:45 p.m.
Created at: March 8, 2026, 3:02 p.m.