Triple
T19824202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luke Combs |
E476275
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Forever After All
"Forever After All" is a popular country love song by American singer-songwriter Luke Combs, celebrated for its heartfelt lyrics about enduring commitment.
|
E1397523
|
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 After All | Statement: [Luke Combs, notableWork, Forever After All]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forever After All Context triple: [Luke Combs, notableWork, Forever After All]
-
A.
After All
"After All" is a song by David Bowie from his early 1970s album *The Man Who Sold the World*, noted for its dark, introspective lyrics and eerie, waltz-like arrangement.
-
B.
"After All"
"After All" is a smooth jazz-influenced pop ballad by American vocalist Al Jarreau, known for its romantic theme and Jarreau’s distinctive, expressive vocal style.
-
C.
Forever & Always
"Forever & Always" is a country-pop breakup song by Taylor Swift, featured on her album "Fearless" and known for its emotional lyrics about a sudden end to a relationship.
-
D.
Finally Forever
"Finally Forever" is a song featured on the album "Carry On," likely contributing to its overall rock and melodic style.
-
E.
Now and Forever
"Now and Forever" is a romantic ballad by Carole King, best known as one of her later signature songs featured on her live album *The Living Room Tour*.
- 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 After All Triple: [Luke Combs, notableWork, Forever After All]
Generated description
"Forever After All" is a popular country love song by American singer-songwriter Luke Combs, celebrated for its heartfelt lyrics about enduring commitment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forever After All Target entity description: "Forever After All" is a popular country love song by American singer-songwriter Luke Combs, celebrated for its heartfelt lyrics about enduring commitment.
-
A.
After All
"After All" is a song by David Bowie from his early 1970s album *The Man Who Sold the World*, noted for its dark, introspective lyrics and eerie, waltz-like arrangement.
-
B.
"After All"
"After All" is a smooth jazz-influenced pop ballad by American vocalist Al Jarreau, known for its romantic theme and Jarreau’s distinctive, expressive vocal style.
-
C.
Forever & Always
"Forever & Always" is a country-pop breakup song by Taylor Swift, featured on her album "Fearless" and known for its emotional lyrics about a sudden end to a relationship.
-
D.
Finally Forever
"Finally Forever" is a song featured on the album "Carry On," likely contributing to its overall rock and melodic style.
-
E.
Now and Forever
"Now and Forever" is a romantic ballad by Carole King, best known as one of her later signature songs featured on her live album *The Living Room Tour*.
- 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_69d8e51c7c188190b926f3a2a7b5f881 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e655017c188190ae9e17ae6b0eee05 |
completed | April 20, 2026, 4:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ccd22b448190b447c893ee9ffd83 |
completed | May 16, 2026, 1:48 a.m. |
| NEDg | Description generation | batch_6a07cfe19c288190b360d1767e8fffa3 |
completed | May 16, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07d0c1cbc08190bffbc27457117b82 |
completed | May 16, 2026, 2:04 a.m. |
Created at: April 10, 2026, 1:50 p.m.