Triple

T14660568
Position Surface form Disambiguated ID Type / Status
Subject Bad Liar (Selena Gomez song) E344224 entity
Predicate basedOn P98 FINISHED
Object Psycho Killer (Talking Heads song)
"Psycho Killer" is a 1977 new wave/art rock song by Talking Heads, known for its catchy bassline, darkly humorous lyrics from the perspective of a disturbed narrator, and its status as one of the band’s signature tracks.
E1112363 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: Psycho Killer (Talking Heads song) | Statement: [Bad Liar (Selena Gomez song), basedOn, Psycho Killer (Talking Heads song)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Psycho Killer (Talking Heads song)
Context triple: [Bad Liar (Selena Gomez song), basedOn, Psycho Killer (Talking Heads song)]
  • A. Psycho Psycho
    "Psycho Psycho" is a lesser-known song by the American rock band ZZ Top, showcasing their signature blues-rock style.
  • B. Paranoid
    "Paranoid" is a song by British singer-songwriter Mr Hudson that blends pop and electronic influences with introspective lyrics.
  • C. Paranoid
    "Paranoid" is a hit R&B/hip-hop single by Ty Dolla Sign that helped launch his mainstream success with its catchy hook and club-oriented production.
  • D. Paranoid
    Paranoid is a British crime drama television series featuring Indira Varma in a prominent role.
  • E. Paranoid
    "Paranoid" is a popular track by Post Malone from his album *Beerbongs & Bentleys*, blending melodic hip-hop with introspective lyrics about anxiety and mistrust.
  • 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: Psycho Killer (Talking Heads song)
Triple: [Bad Liar (Selena Gomez song), basedOn, Psycho Killer (Talking Heads song)]
Generated description
"Psycho Killer" is a 1977 new wave/art rock song by Talking Heads, known for its catchy bassline, darkly humorous lyrics from the perspective of a disturbed narrator, and its status as one of the band’s signature tracks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Psycho Killer (Talking Heads song)
Target entity description: "Psycho Killer" is a 1977 new wave/art rock song by Talking Heads, known for its catchy bassline, darkly humorous lyrics from the perspective of a disturbed narrator, and its status as one of the band’s signature tracks.
  • A. Psycho Psycho
    "Psycho Psycho" is a lesser-known song by the American rock band ZZ Top, showcasing their signature blues-rock style.
  • B. Paranoid
    "Paranoid" is a song by British singer-songwriter Mr Hudson that blends pop and electronic influences with introspective lyrics.
  • C. Paranoid
    "Paranoid" is a hit R&B/hip-hop single by Ty Dolla Sign that helped launch his mainstream success with its catchy hook and club-oriented production.
  • D. Paranoid
    Paranoid is a British crime drama television series featuring Indira Varma in a prominent role.
  • E. Paranoid
    "Paranoid" is a synth-driven, emotionally charged pop and electro-R&B song by Kanye West from his album 808s & Heartbreak, exploring themes of anxiety and mistrust in relationships.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb51c84448190a1f5fa9ab8a1e2c4 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5e28f848190a3d686bc11336601 completed May 8, 2026, 12:24 p.m.
NEDg Description generation batch_69fdd65a6c24819088fb18ffcdfe6404 completed May 8, 2026, 12:26 p.m.
NED2 Entity disambiguation (via description) batch_69fdd6f172288190ba7097518b1a971e completed May 8, 2026, 12:28 p.m.
Created at: April 10, 2026, 1:27 a.m.