Triple

T20435737
Position Surface form Disambiguated ID Type / Status
Subject Tony MacAlpine E501243 entity
Predicate notableWork P4 FINISHED
Object Violent Machine
Violent Machine is an instrumental metal album by virtuoso guitarist Tony MacAlpine, showcasing his technical proficiency and neoclassical-influenced shred style.
E1432134 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: Violent Machine | Statement: [Tony MacAlpine, notableWork, Violent Machine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Violent Machine
Context triple: [Tony MacAlpine, notableWork, Violent Machine]
  • A. Lynch Mob
    Lynch Mob is an American hard rock and heavy metal band formed by former Dokken guitarist George Lynch, known for its blues-influenced sound and strong presence in the late 1980s and early 1990s rock scene.
  • B. Bolt Thrower
    Bolt Thrower is a British death metal band known for its war-themed lyrics, heavy, grinding sound, and influential albums within the extreme metal scene.
  • C. The Suicide Machines
    The Suicide Machines are an American punk rock band known for their energetic blend of ska and hardcore punk that emerged in the 1990s underground scene.
  • D. Holy Terror
    Holy Terror is a controversial graphic novel by Frank Miller, published by Legendary Comics, that follows a superhero-style vigilante battling Islamic terrorists.
  • E. Coal Chamber
    Coal Chamber is an American nu metal band from Los Angeles, known for their dark, groove-driven sound and prominence in the late 1990s metal scene.
  • 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: Violent Machine
Triple: [Tony MacAlpine, notableWork, Violent Machine]
Generated description
Violent Machine is an instrumental metal album by virtuoso guitarist Tony MacAlpine, showcasing his technical proficiency and neoclassical-influenced shred style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Violent Machine
Target entity description: Violent Machine is an instrumental metal album by virtuoso guitarist Tony MacAlpine, showcasing his technical proficiency and neoclassical-influenced shred style.
  • A. Lynch Mob
    Lynch Mob is an American hard rock and heavy metal band formed by former Dokken guitarist George Lynch, known for its blues-influenced sound and strong presence in the late 1980s and early 1990s rock scene.
  • B. Bolt Thrower
    Bolt Thrower is a British death metal band known for its war-themed lyrics, heavy, grinding sound, and influential albums within the extreme metal scene.
  • C. The Suicide Machines
    The Suicide Machines are an American punk rock band known for their energetic blend of ska and hardcore punk that emerged in the 1990s underground scene.
  • D. Holy Terror
    Holy Terror is a controversial graphic novel by Frank Miller, published by Legendary Comics, that follows a superhero-style vigilante battling Islamic terrorists.
  • E. Coal Chamber
    Coal Chamber is an American nu metal band from Los Angeles, known for their dark, groove-driven sound and prominence in the late 1990s metal scene.
  • 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_69e0b4ab3cfc8190ac9bf32e932316b1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e685ee758c8190b267b7ce71de8f8c completed April 20, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0883f978e08190b76e1aa66a529904 completed May 16, 2026, 2:49 p.m.
NEDg Description generation batch_6a0887cffdac8190a3ddaa68042f3cb0 completed May 16, 2026, 3:05 p.m.
NED2 Entity disambiguation (via description) batch_6a088854b31c8190a0b4f55fccc228d4 completed May 16, 2026, 3:08 p.m.
Created at: April 16, 2026, 11:31 a.m.