Triple
T13737566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carl Thomas |
E329990
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Let’s Talk About It (album)
"Let’s Talk About It" is an R&B studio album by American singer Carl Thomas, known for its smooth vocals and emotionally driven love songs.
|
E1057361
|
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: Let’s Talk About It (album) | Statement: [Carl Thomas, notableWork, Let’s Talk About It (album)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Let’s Talk About It (album) Context triple: [Carl Thomas, notableWork, Let’s Talk About It (album)]
-
A.
Let's Talk About It
"Let's Talk About It" is a track from Clipse’s debut album "Lord Willin'" that showcases the duo’s sharp lyricism over Neptunes-produced beats.
-
B.
Let’s Talk About Sex
"Let’s Talk About Sex" is a 1991 hip hop song by Salt-N-Pepa that candidly addresses sexual relationships, consent, and safe sex, becoming a major hit and a landmark in socially conscious pop music.
-
C.
Something to Talk About
"Something to Talk About" is a 1995 romantic comedy-drama film starring Julia Roberts and Dennis Quaid that explores infidelity and self-discovery in a Southern small-town setting.
-
D.
Back Talk
Back Talk is a section of the progressive news magazine Frontiers that features opinionated commentary, reader responses, or editorial columns.
-
E.
Let’s Talk About Love
Let’s Talk About Love is a 1997 pop album by Celine Dion that features the global hit "My Heart Will Go On" from the film Titanic.
- 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: Let’s Talk About It (album) Triple: [Carl Thomas, notableWork, Let’s Talk About It (album)]
Generated description
"Let’s Talk About It" is an R&B studio album by American singer Carl Thomas, known for its smooth vocals and emotionally driven love songs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Let’s Talk About It (album) Target entity description: "Let’s Talk About It" is an R&B studio album by American singer Carl Thomas, known for its smooth vocals and emotionally driven love songs.
-
A.
Let's Talk About It
"Let's Talk About It" is a track from Clipse’s debut album "Lord Willin'" that showcases the duo’s sharp lyricism over Neptunes-produced beats.
-
B.
Let’s Talk About Sex
"Let’s Talk About Sex" is a 1991 hip hop song by Salt-N-Pepa that candidly addresses sexual relationships, consent, and safe sex, becoming a major hit and a landmark in socially conscious pop music.
-
C.
Something to Talk About
"Something to Talk About" is a 1995 romantic comedy-drama film starring Julia Roberts and Dennis Quaid that explores infidelity and self-discovery in a Southern small-town setting.
-
D.
Back Talk
Back Talk is a section of the progressive news magazine Frontiers that features opinionated commentary, reader responses, or editorial columns.
-
E.
Let’s Talk About Love
Let’s Talk About Love is a 1997 pop album by Celine Dion that features the global hit "My Heart Will Go On" from the film Titanic.
- 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_69d80772315881908f980cae40d91664 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69de0204d50c8190a5413cc9a1b26e14 |
completed | April 14, 2026, 8:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d68da04819089c95d9bfedc7496 |
completed | May 3, 2026, 7:09 p.m. |
| NEDg | Description generation | batch_69f79f1051b48190ac4704b43e759237 |
completed | May 3, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f79fdf974081909108b0fd89e76d56 |
completed | May 3, 2026, 7:19 p.m. |
Created at: April 9, 2026, 9:55 p.m.