Triple

T11250281
Position Surface form Disambiguated ID Type / Status
Subject Rage E266305 entity
Predicate composer P1361 FINISHED
Object Andrew Hulshult
Andrew Hulshult is a video game music composer best known for his heavy, metal-inspired soundtracks for modern retro-style shooters such as Dusk, Amid Evil, and various Doom-related projects.
E973741 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: Andrew Hulshult | Statement: [Rage, composer, Andrew Hulshult]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Hulshult
Context triple: [Rage, composer, Andrew Hulshult]
  • A. John Enbom
    John Enbom is a television writer and producer best known as a co-creator and showrunner of the cult comedy series "Party Down."
  • B. Douglas Hegdahl
    Douglas Hegdahl is a former U.S. Navy sailor and Vietnam War prisoner of war known for his remarkable memory, which he used to secretly record details about fellow POWs while held at the "Hanoi Hilton" and later provide crucial testimony about their treatment.
  • C. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • D. Aaron Olmsted
    Aaron Olmsted was an early American landowner and investor in the Connecticut Western Reserve whose name was later given to the city of Olmsted Falls, Ohio.
  • E. Paul Norling
    Paul Norling is a film editor known for his work on the thriller "While She Was Out."
  • 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: Andrew Hulshult
Triple: [Rage, composer, Andrew Hulshult]
Generated description
Andrew Hulshult is a video game music composer best known for his heavy, metal-inspired soundtracks for modern retro-style shooters such as Dusk, Amid Evil, and various Doom-related projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Hulshult
Target entity description: Andrew Hulshult is a video game music composer best known for his heavy, metal-inspired soundtracks for modern retro-style shooters such as Dusk, Amid Evil, and various Doom-related projects.
  • A. John Enbom
    John Enbom is a television writer and producer best known as a co-creator and showrunner of the cult comedy series "Party Down."
  • B. Douglas Hegdahl
    Douglas Hegdahl is a former U.S. Navy sailor and Vietnam War prisoner of war known for his remarkable memory, which he used to secretly record details about fellow POWs while held at the "Hanoi Hilton" and later provide crucial testimony about their treatment.
  • C. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • D. Aaron Olmsted
    Aaron Olmsted was an early American landowner and investor in the Connecticut Western Reserve whose name was later given to the city of Olmsted Falls, Ohio.
  • E. Paul Norling
    Paul Norling is a film editor known for his work on the thriller "While She Was Out."
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e93212448190b46b3799b0bdfa0f completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e3185fc81908c1b838e6883de2f completed May 2, 2026, 3:54 p.m.
NEDg Description generation batch_69f61f5b107c819082094791fcf7c5f4 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62006afcc8190b8e3b55a5fd8eaca completed May 2, 2026, 4:02 p.m.
Created at: April 8, 2026, 9:31 p.m.