Triple

T5784151
Position Surface form Disambiguated ID Type / Status
Subject Black Sabbath E128227 entity
Predicate notableWork P4 FINISHED
Object Forbidden
Forbidden is the eighteenth and final studio album by English heavy metal band Black Sabbath, released in 1995 and often criticized for its production and stylistic direction.
E547776 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: Forbidden | Statement: [Black Sabbath, notableWork, Forbidden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forbidden
Context triple: [Black Sabbath, notableWork, Forbidden]
  • A. Forbidden Zone
    Forbidden Zone is a 1980 cult musical fantasy film known for its surreal, low-budget style and early involvement of the band Oingo Boingo.
  • B. Taboo
    Taboo is an American rapper, singer, and member of the hip hop group The Black Eyed Peas, known for his energetic performances and distinctive style.
  • C. Inviolate
    Inviolate is a 2022 instrumental rock album by virtuoso guitarist Steve Vai, showcasing his technical mastery and experimental compositions.
  • D. Banning
    Banning is a small city in Southern California known for its location along the I-10 corridor between Los Angeles and Palm Springs.
  • E. Banned from T.V.
    "Banned from T.V." is a 1998 hardcore hip-hop posse cut by Noreaga featuring several prominent New York rappers, produced by Swizz Beatz and known for its aggressive energy and iconic beat.
  • 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: Forbidden
Triple: [Black Sabbath, notableWork, Forbidden]
Generated description
Forbidden is the eighteenth and final studio album by English heavy metal band Black Sabbath, released in 1995 and often criticized for its production and stylistic direction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forbidden
Target entity description: Forbidden is the eighteenth and final studio album by English heavy metal band Black Sabbath, released in 1995 and often criticized for its production and stylistic direction.
  • A. Forbidden Zone
    Forbidden Zone is a 1980 cult musical fantasy film known for its surreal, low-budget style and early involvement of the band Oingo Boingo.
  • B. Taboo
    Taboo is an American rapper, singer, and member of the hip hop group The Black Eyed Peas, known for his energetic performances and distinctive style.
  • C. Inviolate
    Inviolate is a 2022 instrumental rock album by virtuoso guitarist Steve Vai, showcasing his technical mastery and experimental compositions.
  • D. Banning
    Banning is a small city in Southern California known for its location along the I-10 corridor between Los Angeles and Palm Springs.
  • E. Banned from T.V.
    "Banned from T.V." is a 1998 hardcore hip-hop posse cut by Noreaga featuring several prominent New York rappers, produced by Swizz Beatz and known for its aggressive energy and iconic beat.
  • 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.