Triple
T4877242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keyshia Cole |
E109233
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Calling All Hearts
"Calling All Hearts" is the fourth studio album by American R&B singer Keyshia Cole, known for its emotional ballads and collaborations with artists like Nicki Minaj and Faith Evans.
|
E477555
|
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: Calling All Hearts | Statement: [Keyshia Cole, notableWork, Calling All Hearts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calling All Hearts Context triple: [Keyshia Cole, notableWork, Calling All Hearts]
-
A.
All of My Heart
"All of My Heart" is a 1982 synth-pop ballad by the English band ABC, known for its lush orchestration and emotional lyrics on their debut album "The Lexicon of Love."
-
B.
One Heart
One Heart is a 2003 pop album by Canadian singer Celine Dion that blends upbeat dance tracks with emotional ballads and includes the hit single "I Drove All Night."
-
C.
Some Hearts
Some Hearts is the multi-platinum country-pop debut album by American singer Carrie Underwood, featuring hits like "Jesus, Take the Wheel" and "Before He Cheats."
-
D.
Two Hearts
Two Hearts is a song by Bruce Springsteen that appears on his 1980 album "The River."
-
E.
Hearts on Fire
"Hearts on Fire" is a high-energy rock song best known for its appearance in the training montage of the 1985 film Rocky IV.
- 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: Calling All Hearts Triple: [Keyshia Cole, notableWork, Calling All Hearts]
Generated description
"Calling All Hearts" is the fourth studio album by American R&B singer Keyshia Cole, known for its emotional ballads and collaborations with artists like Nicki Minaj and Faith Evans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Calling All Hearts Target entity description: "Calling All Hearts" is the fourth studio album by American R&B singer Keyshia Cole, known for its emotional ballads and collaborations with artists like Nicki Minaj and Faith Evans.
-
A.
All of My Heart
"All of My Heart" is a 1982 synth-pop ballad by the English band ABC, known for its lush orchestration and emotional lyrics on their debut album "The Lexicon of Love."
-
B.
One Heart
One Heart is a 2003 pop album by Canadian singer Celine Dion that blends upbeat dance tracks with emotional ballads and includes the hit single "I Drove All Night."
-
C.
Some Hearts
Some Hearts is the multi-platinum country-pop debut album by American singer Carrie Underwood, featuring hits like "Jesus, Take the Wheel" and "Before He Cheats."
-
D.
Two Hearts
Two Hearts is a song by Bruce Springsteen that appears on his 1980 album "The River."
-
E.
Hearts on Fire
"Hearts on Fire" is a high-energy rock song best known for its appearance in the training montage of the 1985 film Rocky IV.
- 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_69bd440e9d64819083e82cf33b4d9570 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6dbbc734819083b28a022e5690d6 |
completed | March 20, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be67fc50cc819083a475a1de914670 |
completed | March 21, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69be6c25d3448190b2589959a2f221c8 |
completed | March 21, 2026, 10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be6cf6662c8190bc1b94766c5da1e9 |
completed | March 21, 2026, 10:03 a.m. |
Created at: March 20, 2026, 1:27 p.m.