Triple
T13868769
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | After Hours |
E333396
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Hardest To Love
"Hardest To Love" is a melancholic, synth-driven R&B track by The Weeknd from his 2020 album *After Hours*, reflecting on emotional distance and regret in a failing relationship.
|
E1066297
|
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: Hardest To Love | Statement: [After Hours, hasPart, Hardest To Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hardest To Love Context triple: [After Hours, hasPart, Hardest To Love]
-
A.
The Hardest Thing
"The Hardest Thing" is a popular late-1990s pop ballad by American boy band 98 Degrees, known for its emotional lyrics about the pain of ending a relationship.
-
B.
The Hardest Part
"The Hardest Part" is a song by the American country duo X&Y, showcasing their emotive lyrics and contemporary country-pop sound.
-
C.
Stubborn Love
"Stubborn Love" is a folk-rock song by American band The Lumineers, known for its emotive lyrics and anthemic, acoustic-driven sound.
-
D.
The Hardest Moment
"The Hardest Moment" is a song featured on the album "Evolver" by the South Korean boy band U-KISS.
-
E.
Tougher Than Love
Tougher Than Love is the 1995 debut studio album by Jamaican singer Diana King, blending reggae, R&B, and pop and featuring her breakout hit "Shy Guy."
- 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: Hardest To Love Triple: [After Hours, hasPart, Hardest To Love]
Generated description
"Hardest To Love" is a melancholic, synth-driven R&B track by The Weeknd from his 2020 album *After Hours*, reflecting on emotional distance and regret in a failing relationship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hardest To Love Target entity description: "Hardest To Love" is a melancholic, synth-driven R&B track by The Weeknd from his 2020 album *After Hours*, reflecting on emotional distance and regret in a failing relationship.
-
A.
The Hardest Thing
"The Hardest Thing" is a popular late-1990s pop ballad by American boy band 98 Degrees, known for its emotional lyrics about the pain of ending a relationship.
-
B.
The Hardest Part
"The Hardest Part" is a song by the American country duo X&Y, showcasing their emotive lyrics and contemporary country-pop sound.
-
C.
Stubborn Love
"Stubborn Love" is a folk-rock song by American band The Lumineers, known for its emotive lyrics and anthemic, acoustic-driven sound.
-
D.
The Hardest Moment
"The Hardest Moment" is a song featured on the album "Evolver" by the South Korean boy band U-KISS.
-
E.
Tougher Than Love
Tougher Than Love is the 1995 debut studio album by Jamaican singer Diana King, blending reggae, R&B, and pop and featuring her breakout hit "Shy Guy."
- 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_69d81c5ced9c8190b0e9bcc6effe5959 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de05c530148190b11704300bbd5f9b |
completed | April 14, 2026, 9:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c105da548190b908a54fec029236 |
completed | May 3, 2026, 9:41 p.m. |
| NEDg | Description generation | batch_69f7c1e7efd88190ac07472647da69e7 |
completed | May 3, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c3396f7c8190987079bf24ac8695 |
completed | May 3, 2026, 9:50 p.m. |
Created at: April 9, 2026, 10:14 p.m.