Triple

T9751533
Position Surface form Disambiguated ID Type / Status
Subject Dark E236452 entity
Predicate composer P1361 FINISHED
Object Ben Frost
Ben Frost is an Australian-born, Iceland-based composer and producer known for his intense, experimental electronic and ambient music, as well as acclaimed film and television scores.
E818077 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: Ben Frost | Statement: [Dark, composer, Ben Frost]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ben Frost
Context triple: [Dark, composer, Ben Frost]
  • A. Bloodshy
    Bloodshy is a Swedish record producer and songwriter best known as half of the duo Bloodshy & Avant, who have crafted hits for major pop artists like Britney Spears.
  • B. William Orbit
    William Orbit is a British record producer and composer renowned for his innovative electronic soundscapes and influential collaborations with major pop artists, including his work on Madonna’s acclaimed album "Ray of Light."
  • C. Owen Pallett
    Owen Pallett is a Canadian composer, violinist, and singer-songwriter known for his intricate orchestral pop arrangements and collaborations with numerous indie rock artists.
  • D. Tim Hecker
    Tim Hecker is a Canadian electronic musician and sound artist renowned for his experimental ambient compositions and richly textured noise-based soundscapes.
  • E. Paul Greenough
    Paul Greenough is a historian and scholar known for his influential research on South Asian history, particularly his work on the social and political dimensions of the Bengal famine of 1943.
  • 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: Ben Frost
Triple: [Dark, composer, Ben Frost]
Generated description
Ben Frost is an Australian-born, Iceland-based composer and producer known for his intense, experimental electronic and ambient music, as well as acclaimed film and television scores.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ben Frost
Target entity description: Ben Frost is an Australian-born, Iceland-based composer and producer known for his intense, experimental electronic and ambient music, as well as acclaimed film and television scores.
  • A. Bloodshy
    Bloodshy is a Swedish record producer and songwriter best known as half of the duo Bloodshy & Avant, who have crafted hits for major pop artists like Britney Spears.
  • B. William Orbit
    William Orbit is a British record producer and composer renowned for his innovative electronic soundscapes and influential collaborations with major pop artists, including his work on Madonna’s acclaimed album "Ray of Light."
  • C. Owen Pallett
    Owen Pallett is a Canadian composer, violinist, and singer-songwriter known for his intricate orchestral pop arrangements and collaborations with numerous indie rock artists.
  • D. Tim Hecker
    Tim Hecker is a Canadian electronic musician and sound artist renowned for his experimental ambient compositions and richly textured noise-based soundscapes.
  • E. Paul Greenough
    Paul Greenough is a historian and scholar known for his influential research on South Asian history, particularly his work on the social and political dimensions of the Bengal famine of 1943.
  • 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_69ca84d4eddc8190996fec1417d2bae8 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9facd5b881909f0569b23f308815 completed April 1, 2026, 10:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1b020829481908456e7977c5f9adb completed April 5, 2026, 12:43 a.m.
NEDg Description generation batch_69d1b0dde93881908fcec28de9cfa99d completed April 5, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1b1bbe6108190af17b75f79c0f465 completed April 5, 2026, 12:50 a.m.
Created at: March 30, 2026, 8:24 p.m.