Triple
T12396004
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frankie Gaye |
E296116
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
What Will I Do Without You
"What Will I Do Without You" is a soul/R&B song performed by American singer Frankie Gaye, known as one of his more recognized recordings.
|
E982942
|
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: What Will I Do Without You | Statement: [Frankie Gaye, notableWork, What Will I Do Without You]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: What Will I Do Without You Context triple: [Frankie Gaye, notableWork, What Will I Do Without You]
-
A.
Nothing Without You
"Nothing Without You" is a song by Canadian singer The Weeknd from his 2016 album *Starboy*.
-
B.
My World Is Empty Without You
"My World Is Empty Without You" is a 1965 soul single by The Supremes, noted for its dramatic lyrics of loneliness and its driving Motown production.
-
C.
How Am I Supposed to Live Without You
"How Am I Supposed to Live Without You" is a power ballad best known as a major hit in the late 1980s and early 1990s, particularly through recordings by Laura Branigan and Michael Bolton.
-
D.
I Won't Last a Day Without You
"I Won't Last a Day Without You" is a soft pop ballad written by Paul Williams and Roger Nichols that became widely known through recordings by artists such as the Carpenters and Diana Ross.
-
E.
If I Don’t Have You
"If I Don’t Have You" is an R&B ballad by Tamar Braxton that showcases her powerful vocals and emotional storytelling about love and heartbreak.
- 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: What Will I Do Without You Triple: [Frankie Gaye, notableWork, What Will I Do Without You]
Generated description
"What Will I Do Without You" is a soul/R&B song performed by American singer Frankie Gaye, known as one of his more recognized recordings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: What Will I Do Without You Target entity description: "What Will I Do Without You" is a soul/R&B song performed by American singer Frankie Gaye, known as one of his more recognized recordings.
-
A.
Nothing Without You
"Nothing Without You" is a song by Canadian singer The Weeknd from his 2016 album *Starboy*.
-
B.
My World Is Empty Without You
"My World Is Empty Without You" is a 1965 soul single by The Supremes, noted for its dramatic lyrics of loneliness and its driving Motown production.
-
C.
How Am I Supposed to Live Without You
"How Am I Supposed to Live Without You" is a power ballad best known as a major hit in the late 1980s and early 1990s, particularly through recordings by Laura Branigan and Michael Bolton.
-
D.
I Won't Last a Day Without You
"I Won't Last a Day Without You" is a soft pop ballad written by Paul Williams and Roger Nichols that became widely known through recordings by artists such as the Carpenters and Diana Ross.
-
E.
If I Don’t Have You
"If I Don’t Have You" is an R&B ballad by Tamar Braxton that showcases her powerful vocals and emotional storytelling about love and heartbreak.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fd33f048190b205fd21dc513f6a |
completed | April 10, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6347e27b4819085494babfe180488 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f63674aa3c81908ba82a9d246b3b3a |
completed | May 2, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63a9b32fc8190ab98492ff91d2a66 |
completed | May 2, 2026, 5:55 p.m. |
Created at: April 8, 2026, 9:54 p.m.