Triple
T6471151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gary Barlow |
E142353
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Forever Love
"Forever Love" is a 1996 pop ballad by British singer-songwriter Gary Barlow, known for its heartfelt lyrics and for being one of his most successful solo singles after Take That.
|
E596373
|
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: Forever Love | Statement: [Gary Barlow, notableWork, Forever Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forever Love Context triple: [Gary Barlow, notableWork, Forever Love]
-
A.
After the Love Has Gone
"After the Love Has Gone" is a Grammy-winning R&B ballad popularized by Earth, Wind & Fire, known for its lush harmonies and sophisticated pop-soul arrangement.
-
B.
Really Love
"Really Love" is a soulful, romantic track by D'Angelo that blends lush orchestration with neo-soul and R&B influences, featured on his critically acclaimed album "Black Messiah."
-
C.
Forever Young
"Forever Young" is a synth-pop and R&B-influenced song by British artist Mr Hudson that reflects on youth, time, and nostalgia.
-
D.
Forever Young
"Forever Young" is a popular 1988 rock ballad by Rod Stewart that reflects on parental love, hope, and blessings for a child's future.
-
E.
Some Love
"Some Love" is a song by American R&B and soul singer Chaka Khan.
- 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: Forever Love Triple: [Gary Barlow, notableWork, Forever Love]
Generated description
"Forever Love" is a 1996 pop ballad by British singer-songwriter Gary Barlow, known for its heartfelt lyrics and for being one of his most successful solo singles after Take That.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forever Love Target entity description: "Forever Love" is a 1996 pop ballad by British singer-songwriter Gary Barlow, known for its heartfelt lyrics and for being one of his most successful solo singles after Take That.
-
A.
After the Love Has Gone
"After the Love Has Gone" is a Grammy-winning R&B ballad popularized by Earth, Wind & Fire, known for its lush harmonies and sophisticated pop-soul arrangement.
-
B.
Really Love
"Really Love" is a soulful, romantic track by D'Angelo that blends lush orchestration with neo-soul and R&B influences, featured on his critically acclaimed album "Black Messiah."
-
C.
Forever Young
"Forever Young" is a synth-pop and R&B-influenced song by British artist Mr Hudson that reflects on youth, time, and nostalgia.
-
D.
Forever Young
"Forever Young" is a popular 1988 rock ballad by Rod Stewart that reflects on parental love, hope, and blessings for a child's future.
-
E.
Some Love
"Some Love" is a song by American R&B and soul singer Chaka Khan.
- 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_69c008d3bf4c8190bcf798c5ba9d6fb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06a2fd4248190a789bf0301e2860a |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6539c93c481909bed35b68ce420d8 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6559d06c8819082cad37d62fcb3a3 |
completed | March 27, 2026, 10:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6564e01748190a3a12abcc0dfd30f |
completed | March 27, 2026, 10:05 a.m. |
Created at: March 22, 2026, 4:50 p.m.