Triple

T5784149
Position Surface form Disambiguated ID Type / Status
Subject Black Sabbath E128227 entity
Predicate notableWork P4 FINISHED
Object Dehumanizer
Dehumanizer is a heavy metal album by Black Sabbath, known for reuniting the band with vocalist Ronnie James Dio and featuring a darker, heavier sound.
 E547774 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: Dehumanizer | Statement: [Black Sabbath, notableWork, Dehumanizer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dehumanizer
Context triple: [Black Sabbath, notableWork, Dehumanizer]
  • A. Demon
    Demon is a classic looping steel roller coaster at California’s Great America known for its inversions and themed tunnel elements.
  • B. Masochist
    Masochist is a 2006 American drama film that explores themes of self-destruction, sexuality, and emotional turmoil.
  • C. Schunter
    Schunter is a river in Lower Saxony, Germany, that flows through the Braunschweig region before joining the Oker.
  • D. Dalstroy
    Dalstroy was a Soviet state organization under the NKVD that managed forced labor camps and large-scale mining and construction projects in the Kolyma region.
  • E. The Butcher
    "The Butcher" is the notorious nickname of Spanish general Valeriano Weyler, remembered for his brutal reconcentration policies in Cuba during the late 19th century.
  • 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: Dehumanizer
Triple: [Black Sabbath, notableWork, Dehumanizer]
Generated description
Dehumanizer is a heavy metal album by Black Sabbath, known for reuniting the band with vocalist Ronnie James Dio and featuring a darker, heavier sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dehumanizer
Target entity description: Dehumanizer is a heavy metal album by Black Sabbath, known for reuniting the band with vocalist Ronnie James Dio and featuring a darker, heavier sound.
  • A. Demon
    Demon is a classic looping steel roller coaster at California’s Great America known for its inversions and themed tunnel elements.
  • B. Masochist
    Masochist is a 2006 American drama film that explores themes of self-destruction, sexuality, and emotional turmoil.
  • C. Schunter
    Schunter is a river in Lower Saxony, Germany, that flows through the Braunschweig region before joining the Oker.
  • D. Dalstroy
    Dalstroy was a Soviet state organization under the NKVD that managed forced labor camps and large-scale mining and construction projects in the Kolyma region.
  • E. The Butcher
    "The Butcher" is the notorious nickname of Spanish general Valeriano Weyler, remembered for his brutal reconcentration policies in Cuba during the late 19th century.
  • 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_69c0084450048190bc647b649a05136b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02a19870c819084dc68b36b0cdd60 completed March 22, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c09815e5c08190a01ffad813e9d195 completed March 23, 2026, 1:32 a.m.
NEDg Description generation batch_69c0995672f08190acce2a14266ccf6a completed March 23, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69c099fefd6c8190ae1b4480ef133f02 completed March 23, 2026, 1:40 a.m.
Created at: March 22, 2026, 3:50 p.m.