Triple

T20410398
Position Surface form Disambiguated ID Type / Status
Subject Drastic Fantastic E500572 entity
Predicate hasPart P35 FINISHED
Object Hopeless
"Hopeless" is a song by Scottish singer-songwriter KT Tunstall from her album "Drastic Fantastic."
 E1429989 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: Hopeless | Statement: [Drastic Fantastic, hasPart, Hopeless]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hopeless
Context triple: [Drastic Fantastic, hasPart, Hopeless]
  • A. Hopeless
    "Hopeless" is a 1963 pop art painting by Roy Lichtenstein that depicts a tearful, comic-book-style woman in a melodramatic, romantic crisis.
  • B. Losing Hope
    "Losing Hope" is a song by singer-songwriter Jack Johnson from his debut album "Brushfire Fairytales."
  • C. 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.
  • D. 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.
  • E. Hope for the Hopeless
    "Hope for the Hopeless" is a song featured on the soundtrack of the psychological horror video game F.E.A.R.
  • 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: Hopeless
Triple: [Drastic Fantastic, hasPart, Hopeless]
Generated description
"Hopeless" is a song by Scottish singer-songwriter KT Tunstall from her album "Drastic Fantastic."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hopeless
Target entity description: "Hopeless" is a song by Scottish singer-songwriter KT Tunstall from her album "Drastic Fantastic."
  • A. Hopeless
    "Hopeless" is a 1963 pop art painting by Roy Lichtenstein that depicts a tearful, comic-book-style woman in a melodramatic, romantic crisis.
  • B. Losing Hope
    "Losing Hope" is a song by singer-songwriter Jack Johnson from his debut album "Brushfire Fairytales."
  • C. 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.
  • D. 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.
  • E. Hope for the Hopeless
    "Hope for the Hopeless" is a song featured on the soundtrack of the psychological horror video game F.E.A.R.
  • 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_69e0b4a935588190b9446a99b37ced44 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67a3ecb348190ae777f6276037828 completed April 20, 2026, 7:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b21cb308190a9313a24a902b44d completed May 16, 2026, 2:11 p.m.
NEDg Description generation batch_6a08801702488190ba3122edb09cdaab completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a08811c9af081908d898134bf80452e completed May 16, 2026, 2:37 p.m.
Created at: April 16, 2026, 11:29 a.m.