Triple

T15191514
Position Surface form Disambiguated ID Type / Status
Subject Emil Amos E363020 entity
Predicate associatedAct P37 FINISHED
Object Daniel Johnston
Daniel Johnston was an American singer-songwriter and visual artist whose emotionally raw lo-fi recordings and outsider status earned him a cult following and significant influence on alternative music.
E1142023 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: Daniel Johnston | Statement: [Emil Amos, associatedAct, Daniel Johnston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daniel Johnston
Context triple: [Emil Amos, associatedAct, Daniel Johnston]
  • A. Daniel Johnston
    Daniel Johnston is an entrepreneur best known as the founder of Publons, a platform that tracks and showcases peer review and editorial contributions in academic publishing.
  • B. Elliott Smith
    Elliott Smith was an American singer-songwriter known for his introspective lyrics, delicate melodies, and influential contributions to indie and alternative music in the 1990s and early 2000s.
  • C. Jeffrey Allen Townes
    Jeffrey Allen Townes is an American DJ, record producer, and actor best known as DJ Jazzy Jeff, one half of the hip hop duo DJ Jazzy Jeff & The Fresh Prince.
  • D. Michael Berk
    Michael Berk is an American television and film writer best known as a co-creator and producer of the hit series "Baywatch" and for his work on inspirational sports dramas like "Soul Surfer."
  • E. Taylor Dean
    Taylor Dean is a fictional character from the Disney Channel Original Movie "Zapped," which follows a teen girl whose life is upended when a smartphone app gives her control over boys.
  • 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: Daniel Johnston
Triple: [Emil Amos, associatedAct, Daniel Johnston]
Generated description
Daniel Johnston was an American singer-songwriter and visual artist whose emotionally raw lo-fi recordings and outsider status earned him a cult following and significant influence on alternative music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daniel Johnston
Target entity description: Daniel Johnston was an American singer-songwriter and visual artist whose emotionally raw lo-fi recordings and outsider status earned him a cult following and significant influence on alternative music.
  • A. Daniel Johnston
    Daniel Johnston is an entrepreneur best known as the founder of Publons, a platform that tracks and showcases peer review and editorial contributions in academic publishing.
  • B. Elliott Smith
    Elliott Smith was an American singer-songwriter known for his introspective lyrics, delicate melodies, and influential contributions to indie and alternative music in the 1990s and early 2000s.
  • C. Jeffrey Allen Townes
    Jeffrey Allen Townes is an American DJ, record producer, and actor best known as DJ Jazzy Jeff, one half of the hip hop duo DJ Jazzy Jeff & The Fresh Prince.
  • D. Michael Berk
    Michael Berk is an American television and film writer best known as a co-creator and producer of the hit series "Baywatch" and for his work on inspirational sports dramas like "Soul Surfer."
  • E. Taylor Dean
    Taylor Dean is a fictional character from the Disney Channel Original Movie "Zapped," which follows a teen girl whose life is upended when a smartphone app gives her control over boys.
  • 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_69d85a09a39c81908759f23268e2d408 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0067d55ac8190b7a7fce36e6ddf3c completed April 15, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fec8995bb08190bd7f0be0a0fcf1e7 completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69feca98251081909c07f7ba4a863ad8 completed May 9, 2026, 5:48 a.m.
NED2 Entity disambiguation (via description) batch_69fecb1cc7d08190a77e8a444334b688 completed May 9, 2026, 5:50 a.m.
Created at: April 10, 2026, 3:10 a.m.