Triple
T11091447
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Wesley Pentz |
E262263
|
entity |
| Predicate | notableSongProduced |
P8087
|
FINISHED |
| Object |
Heartless
"Heartless" is a popular song produced by American DJ and record producer Thomas Wesley Pentz, better known as Diplo.
|
E904223
|
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: Heartless | Statement: [Thomas Wesley Pentz, notableSongProduced, Heartless]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heartless Context triple: [Thomas Wesley Pentz, notableSongProduced, Heartless]
-
A.
Heartless
"Heartless" is a hit song by Kanye West that blends melancholic lyrics about emotional coldness and heartbreak with minimalist, Auto-Tune–driven production.
-
B.
Haunted Heart
"Haunted Heart" is a popular 1948 American standard song with music by Arthur Schwartz and lyrics by Howard Dietz, known for its hauntingly romantic melody and enduring presence in the jazz and cabaret repertoire.
-
C.
Cold Hearted
"Cold Hearted" is a hit 1989 dance-pop single by American singer Paula Abdul, noted for its edgy choreography and prominent MTV music video.
-
D.
Cold Hearted
"Cold Hearted" is a track from the 1982 hard rock album *Corridors of Power* by Northern Irish guitarist Gary Moore.
-
E.
No Heart
"No Heart" is a dark, minimalist trap song by rapper 21 Savage that helped solidify his reputation for cold-blooded street narratives and deadpan delivery.
- 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: Heartless Triple: [Thomas Wesley Pentz, notableSongProduced, Heartless]
Generated description
"Heartless" is a popular song produced by American DJ and record producer Thomas Wesley Pentz, better known as Diplo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heartless Target entity description: "Heartless" is a popular song produced by American DJ and record producer Thomas Wesley Pentz, better known as Diplo.
-
A.
Heartless
"Heartless" is a hit song by Kanye West that blends melancholic lyrics about emotional coldness and heartbreak with minimalist, Auto-Tune–driven production.
-
B.
Haunted Heart
"Haunted Heart" is a popular 1948 American standard song with music by Arthur Schwartz and lyrics by Howard Dietz, known for its hauntingly romantic melody and enduring presence in the jazz and cabaret repertoire.
-
C.
Cold Hearted
"Cold Hearted" is a hit 1989 dance-pop single by American singer Paula Abdul, noted for its edgy choreography and prominent MTV music video.
-
D.
Cold Hearted
"Cold Hearted" is a track from the 1982 hard rock album *Corridors of Power* by Northern Irish guitarist Gary Moore.
-
E.
No Heart
"No Heart" is a dark, minimalist trap song by rapper 21 Savage that helped solidify his reputation for cold-blooded street narratives and deadpan delivery.
- 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799ebae8c8190987b474adb7ede47 |
completed | April 9, 2026, 12:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e7c586808190a576803b7406a49e |
completed | April 18, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69e3f2cafc008190a3504999297f1e4e |
completed | April 18, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3f488819081908f9a4225279cde6b |
completed | April 18, 2026, 9:15 p.m. |
Created at: April 8, 2026, 9:27 p.m.