Triple

T13794733
Position Surface form Disambiguated ID Type / Status
Subject Beauty Behind the Madness E331485 entity
Predicate includesTrack P3284 FINISHED
Object Dark Times
"Dark Times" is a moody, R&B-influenced collaboration between The Weeknd and Ed Sheeran that explores themes of personal struggle and self-destruction.
E1061432 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: Dark Times | Statement: [Beauty Behind the Madness, includesTrack, Dark Times]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dark Times
Context triple: [Beauty Behind the Madness, includesTrack, Dark Times]
  • A. Ashes of Time
    Ashes of Time is a visually poetic 1994 wuxia film by Hong Kong director Wong Kar-wai that reimagines characters from Jin Yong’s novel "The Legend of the Condor Heroes" in a fragmented, introspective style.
  • B. Nightfall
    "Nightfall" is a classic science fiction short story by Isaac Asimov that explores the psychological and societal collapse of a civilization experiencing darkness and a view of the stars for the first time.
  • C. A Song for the Dark Times
    A Song for the Dark Times is a crime novel in Ian Rankin’s Inspector Rebus series, set against contemporary social unrest and exploring themes of aging, justice, and personal loyalty.
  • D. The Night Eternal
    The Night Eternal is the third and final novel in Guillermo del Toro and Chuck Hogan’s horror trilogy The Strain, concluding the story of a vampiric plague and humanity’s struggle for survival.
  • E. Tiderays
    Tiderays is a song featured on the album "Repave" by the indie folk band Volcano Choir.
  • 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: Dark Times
Triple: [Beauty Behind the Madness, includesTrack, Dark Times]
Generated description
"Dark Times" is a moody, R&B-influenced collaboration between The Weeknd and Ed Sheeran that explores themes of personal struggle and self-destruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dark Times
Target entity description: "Dark Times" is a moody, R&B-influenced collaboration between The Weeknd and Ed Sheeran that explores themes of personal struggle and self-destruction.
  • A. Ashes of Time
    Ashes of Time is a visually poetic 1994 wuxia film by Hong Kong director Wong Kar-wai that reimagines characters from Jin Yong’s novel "The Legend of the Condor Heroes" in a fragmented, introspective style.
  • B. Nightfall
    "Nightfall" is a classic science fiction short story by Isaac Asimov that explores the psychological and societal collapse of a civilization experiencing darkness and a view of the stars for the first time.
  • C. A Song for the Dark Times
    A Song for the Dark Times is a crime novel in Ian Rankin’s Inspector Rebus series, set against contemporary social unrest and exploring themes of aging, justice, and personal loyalty.
  • D. The Night Eternal
    The Night Eternal is the third and final novel in Guillermo del Toro and Chuck Hogan’s horror trilogy The Strain, concluding the story of a vampiric plague and humanity’s struggle for survival.
  • E. Tiderays
    Tiderays is a song featured on the album "Repave" by the indie folk band Volcano Choir.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0259b0e4819081c11ced694384fb completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b083387081909c6f4beb0e12cf36 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b20f67048190a641527353e3ff43 completed May 3, 2026, 8:37 p.m.
Created at: April 9, 2026, 10:11 p.m.