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.