Triple

T3275524
Position Surface form Disambiguated ID Type / Status
Subject Julia Michaels E68747 entity
Predicate hasWritingCreditOn P47055 FINISHED
Object Bad Liar (Selena Gomez song)
"Bad Liar" is a 2017 indie-pop-influenced single by Selena Gomez, acclaimed for its minimalist production built around a Talking Heads bassline and its intimate, narrative lyrics.
E344224 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: Bad Liar (Selena Gomez song) | Statement: [Julia Michaels, hasWritingCreditOn, Bad Liar (Selena Gomez song)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bad Liar (Selena Gomez song)
Context triple: [Julia Michaels, hasWritingCreditOn, Bad Liar (Selena Gomez song)]
  • A. Beautiful Liar
    "Beautiful Liar" is a 2007 duet by Beyoncé and Shakira that blends R&B and Latin pop as the two singers confront a shared unfaithful lover.
  • B. Don't Lie
    "Don't Lie" is a 2005 pop and hip hop-influenced single by the Black Eyed Peas, featuring vocals by Fergie, that deals with themes of honesty and infidelity in a relationship.
  • C. Girlfriend
    "Girlfriend" is a pop single by Rebecca Black that continues her internet-born music career following the viral success of "Friday."
  • D. Say So
    "Say So" is a disco-influenced pop and R&B song by Doja Cat that became a viral hit and breakthrough mainstream single, especially popularized through TikTok.
  • E. She Said
    "She Said" is a 2022 drama film that chronicles The New York Times investigation into Harvey Weinstein’s sexual misconduct, helping to ignite the #MeToo movement.
  • 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: Bad Liar (Selena Gomez song)
Triple: [Julia Michaels, hasWritingCreditOn, Bad Liar (Selena Gomez song)]
Generated description
"Bad Liar" is a 2017 indie-pop-influenced single by Selena Gomez, acclaimed for its minimalist production built around a Talking Heads bassline and its intimate, narrative lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bad Liar (Selena Gomez song)
Target entity description: "Bad Liar" is a 2017 indie-pop-influenced single by Selena Gomez, acclaimed for its minimalist production built around a Talking Heads bassline and its intimate, narrative lyrics.
  • A. Beautiful Liar
    "Beautiful Liar" is a 2007 duet by Beyoncé and Shakira that blends R&B and Latin pop as the two singers confront a shared unfaithful lover.
  • B. Don't Lie
    "Don't Lie" is a 2005 pop and hip hop-influenced single by the Black Eyed Peas, featuring vocals by Fergie, that deals with themes of honesty and infidelity in a relationship.
  • C. Girlfriend
    "Girlfriend" is a pop single by Rebecca Black that continues her internet-born music career following the viral success of "Friday."
  • D. Say So
    "Say So" is a disco-influenced pop and R&B song by Doja Cat that became a viral hit and breakthrough mainstream single, especially popularized through TikTok.
  • E. She Said
    "She Said" is a 2022 drama film that chronicles The New York Times investigation into Harvey Weinstein’s sexual misconduct, helping to ignite the #MeToo movement.
  • 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_69ad859b54f881909bf530d549caf2fd completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0110f1c8190ae60708b686cbbf9 completed March 8, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e8462a0c8190aba2330da6c49ecf completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e9448fa881909001b6c39333359f completed March 12, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69b2e9a10e2c8190ba67635ae2425470 completed March 12, 2026, 4:28 p.m.
Created at: March 8, 2026, 3:10 p.m.