Triple

T17187321
Position Surface form Disambiguated ID Type / Status
Subject Earache Records E417141 entity
Predicate hasArtist P5936 FINISHED
Object The Berzerker
The Berzerker is an Australian extreme metal band known for its ultra-fast, industrial-influenced death/grind sound and use of distorted, noise-laden production.
E1256916 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: The Berzerker | Statement: [Earache Records, hasArtist, The Berzerker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Berzerker
Context triple: [Earache Records, hasArtist, The Berzerker]
  • A. Berserker Fury
    Berserker Fury is a science fiction novel in Fred Saberhagen's Berserker series, featuring humanity's struggle against relentless, planet-destroying robotic war machines.
  • B. Berserker Kill
    Berserker Kill is a science fiction novel by Fred Saberhagen set in his Berserker universe, featuring humanity’s struggle against relentless, planet-destroying machines.
  • C. Berserker Man
    Berserker Man is a science fiction novel by Fred Saberhagen set in his Berserker universe, exploring humanity’s struggle against intelligent, planet-destroying machines.
  • D. Berserker Lies
    "Berserker Lies" is a science fiction novel set in Fred Saberhagen’s Berserker universe, exploring humanity’s struggle against relentless, planet-destroying machines through themes of deception, survival, and war.
  • E. Berserker Blue Death
    Berserker Blue Death is a science fiction novel in Fred Saberhagen's Berserker series, featuring humanity's struggle against relentless, planet-destroying robotic war machines.
  • 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: The Berzerker
Triple: [Earache Records, hasArtist, The Berzerker]
Generated description
The Berzerker is an Australian extreme metal band known for its ultra-fast, industrial-influenced death/grind sound and use of distorted, noise-laden production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Berzerker
Target entity description: The Berzerker is an Australian extreme metal band known for its ultra-fast, industrial-influenced death/grind sound and use of distorted, noise-laden production.
  • A. Berserker Fury
    Berserker Fury is a science fiction novel in Fred Saberhagen's Berserker series, featuring humanity's struggle against relentless, planet-destroying robotic war machines.
  • B. Berserker Kill
    Berserker Kill is a science fiction novel by Fred Saberhagen set in his Berserker universe, featuring humanity’s struggle against relentless, planet-destroying machines.
  • C. Berserker Man
    Berserker Man is a science fiction novel by Fred Saberhagen set in his Berserker universe, exploring humanity’s struggle against intelligent, planet-destroying machines.
  • D. Berserker Lies
    "Berserker Lies" is a science fiction novel set in Fred Saberhagen’s Berserker universe, exploring humanity’s struggle against relentless, planet-destroying machines through themes of deception, survival, and war.
  • E. Berserker Blue Death
    Berserker Blue Death is a science fiction novel in Fred Saberhagen's Berserker series, featuring humanity's struggle against relentless, planet-destroying robotic war machines.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42d96fc588190ad2177d8bb346373 completed April 19, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01674a3a78819094c093daac0e508d completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016816e09c8190bb25b4010fab66a0 completed May 11, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0168976af88190a5f839a93538ac6f completed May 11, 2026, 5:26 a.m.
Created at: April 10, 2026, 5:37 a.m.