Triple
T3275523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julia Michaels |
E68747
|
entity |
| Predicate | hasWritingCreditOn |
P47055
|
FINISHED |
| Object |
Heart Attack (Demi Lovato song)
"Heart Attack" is a 2013 pop song by Demi Lovato, known for its powerful vocals and emotionally charged lyrics about the fear of falling in love.
|
E344223
|
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: Heart Attack (Demi Lovato song) | Statement: [Julia Michaels, hasWritingCreditOn, Heart Attack (Demi Lovato song)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heart Attack (Demi Lovato song) Context triple: [Julia Michaels, hasWritingCreditOn, Heart Attack (Demi Lovato song)]
-
A.
One Heart
One Heart is a 2003 pop album by Canadian singer Celine Dion that blends upbeat dance tracks with emotional ballads and includes the hit single "I Drove All Night."
-
B.
Heartbeat
"Heartbeat" is a popular electro-rap track by Childish Gambino known for its intense production and emotionally charged lyrics about a turbulent relationship.
-
C.
Hanging Heart
Hanging Heart is a monumental, highly polished stainless-steel sculpture by Jeff Koons that resembles a shiny, oversized Valentine’s heart suspended by a ribbon, exemplifying his signature blend of kitsch, pop culture, and luxury aesthetics.
-
D.
“Heart Matters”
“Heart Matters” is the memoir of former Canadian Governor General Adrienne Clarkson, recounting her life journey from refugee child to one of Canada’s most prominent public figures.
-
E.
Heart Don't Lie
"Heart Don't Lie" is a 1984 pop and R&B song and album by American singer La Toya Jackson that became one of her most recognized releases.
- 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: Heart Attack (Demi Lovato song) Triple: [Julia Michaels, hasWritingCreditOn, Heart Attack (Demi Lovato song)]
Generated description
"Heart Attack" is a 2013 pop song by Demi Lovato, known for its powerful vocals and emotionally charged lyrics about the fear of falling in love.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heart Attack (Demi Lovato song) Target entity description: "Heart Attack" is a 2013 pop song by Demi Lovato, known for its powerful vocals and emotionally charged lyrics about the fear of falling in love.
-
A.
One Heart
One Heart is a 2003 pop album by Canadian singer Celine Dion that blends upbeat dance tracks with emotional ballads and includes the hit single "I Drove All Night."
-
B.
Heartbeat
"Heartbeat" is a popular electro-rap track by Childish Gambino known for its intense production and emotionally charged lyrics about a turbulent relationship.
-
C.
Hanging Heart
Hanging Heart is a monumental, highly polished stainless-steel sculpture by Jeff Koons that resembles a shiny, oversized Valentine’s heart suspended by a ribbon, exemplifying his signature blend of kitsch, pop culture, and luxury aesthetics.
-
D.
“Heart Matters”
“Heart Matters” is the memoir of former Canadian Governor General Adrienne Clarkson, recounting her life journey from refugee child to one of Canada’s most prominent public figures.
-
E.
Heart Don't Lie
"Heart Don't Lie" is a 1984 pop and R&B song and album by American singer La Toya Jackson that became one of her most recognized releases.
- 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.