Triple

T17034582
Position Surface form Disambiguated ID Type / Status
Subject Slipknot E413287 entity
Predicate notableWork P4 FINISHED
Object All Hope Is Gone
All Hope Is Gone is the fourth studio album by American heavy metal band Slipknot, known for its aggressive sound and chart-topping success.
 E1245739 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: All Hope Is Gone | Statement: [Slipknot, notableWork, All Hope Is Gone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: All Hope Is Gone
Context triple: [Slipknot, notableWork, All Hope Is Gone]
  • A. Losing Hope
    "Losing Hope" is a song by singer-songwriter Jack Johnson from his debut album "Brushfire Fairytales."
  • B. Only Hope
    "Only Hope" is a pop ballad popularized by Mandy Moore’s emotional rendition in the 2002 film *A Walk to Remember*, where it serves as one of her signature songs.
  • C. Helplessly Hoping
    "Helplessly Hoping" is a folk song by Crosby, Stills & Nash, known for its intricate vocal harmonies and poetic, alliterative lyrics.
  • D. The Lack of Hope
    "The Lack of Hope" is a track by the artist Viol, likely characterized by dark, melancholic electronic or industrial tones reflecting its bleak title.
  • E. Hope You Never
    "Hope You Never" is a song by Tom Petty featured on the soundtrack album *Songs and Music from “She’s the One”*, associated with the 1996 film *She’s the One*.
  • 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: All Hope Is Gone
Triple: [Slipknot, notableWork, All Hope Is Gone]
Generated description
All Hope Is Gone is the fourth studio album by American heavy metal band Slipknot, known for its aggressive sound and chart-topping success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: All Hope Is Gone
Target entity description: All Hope Is Gone is the fourth studio album by American heavy metal band Slipknot, known for its aggressive sound and chart-topping success.
  • A. Losing Hope
    "Losing Hope" is a song by singer-songwriter Jack Johnson from his debut album "Brushfire Fairytales."
  • B. Only Hope
    "Only Hope" is a pop ballad popularized by Mandy Moore’s emotional rendition in the 2002 film *A Walk to Remember*, where it serves as one of her signature songs.
  • C. Helplessly Hoping
    "Helplessly Hoping" is a folk song by Crosby, Stills & Nash, known for its intricate vocal harmonies and poetic, alliterative lyrics.
  • D. The Lack of Hope
    "The Lack of Hope" is a track by the artist Viol, likely characterized by dark, melancholic electronic or industrial tones reflecting its bleak title.
  • E. Hope You Never
    "Hope You Never" is a song by Tom Petty featured on the soundtrack album *Songs and Music from “She’s the One”*, associated with the 1996 film *She’s the One*.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f05824819091d2aa02e5591e26 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b59ad3c8190914ee6f8c903cbbf completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011c13076c8190970abfb0e2d3a13c completed May 11, 2026, midnight
NED2 Entity disambiguation (via description) batch_6a011c8afb608190b51c7a4c9ccaa0a5 completed May 11, 2026, 12:02 a.m.
Created at: April 10, 2026, 5:33 a.m.