Triple
T4877240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keyshia Cole |
E109233
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Just Like You
Just Like You is the second studio album by American R&B singer Keyshia Cole, known for its soulful vocals and themes of love, heartbreak, and personal growth.
|
E477553
|
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: Just Like You | Statement: [Keyshia Cole, notableWork, Just Like You]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Just Like You Context triple: [Keyshia Cole, notableWork, Just Like You]
-
A.
Do Like You
"Do Like You" is a song by Stevie Wonder from his acclaimed 1980 album *Hotter than July*.
-
B.
Girls Like You
"Girls Like You" is a pop song by Maroon 5, widely known for its catchy melody and a hit remix featuring rapper Cardi B that topped charts worldwide.
-
C.
Girls Like You
"Girls Like You" is a song by American rapper Miguel from his debut studio album "All I Want Is You."
-
D.
With You
"With You" is a song featured on the album "Unpredictable" by American R&B singer Jamie Foxx.
-
E.
Love Like This
"Love Like This" is a 1998 R&B hit single by American singer Faith Evans, known for its infectious groove and prominent sampling of Chic's "Chic Cheer."
- 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: Just Like You Triple: [Keyshia Cole, notableWork, Just Like You]
Generated description
Just Like You is the second studio album by American R&B singer Keyshia Cole, known for its soulful vocals and themes of love, heartbreak, and personal growth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Just Like You Target entity description: Just Like You is the second studio album by American R&B singer Keyshia Cole, known for its soulful vocals and themes of love, heartbreak, and personal growth.
-
A.
Do Like You
"Do Like You" is a song by Stevie Wonder from his acclaimed 1980 album *Hotter than July*.
-
B.
Girls Like You
"Girls Like You" is a pop song by Maroon 5, widely known for its catchy melody and a hit remix featuring rapper Cardi B that topped charts worldwide.
-
C.
Girls Like You
"Girls Like You" is a song by American rapper Miguel from his debut studio album "All I Want Is You."
-
D.
With You
"With You" is a song featured on the album "Unpredictable" by American R&B singer Jamie Foxx.
-
E.
Love Like This
"Love Like This" is a 1998 R&B hit single by American singer Faith Evans, known for its infectious groove and prominent sampling of Chic's "Chic Cheer."
- 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.