Triple
T11344375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RJD2 |
E268678
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Exotic Talk (single)
"Exotic Talk" is a single by American producer and DJ RJD2, showcasing his signature blend of instrumental hip hop and eclectic sampling.
|
E920679
|
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: Exotic Talk (single) | Statement: [RJD2, notableWork, Exotic Talk (single)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Exotic Talk (single) Context triple: [RJD2, notableWork, Exotic Talk (single)]
-
A.
Exotica
Exotica is a 1994 Canadian drama film by Atom Egoyan that intricately weaves themes of loss, obsession, and memory around the lives connected to a mysterious Toronto strip club.
-
B.
Exclusive (album)
Exclusive is the second studio album by American R&B singer Chris Brown, featuring a blend of R&B, pop, and hip hop that helped solidify his mainstream success.
-
C.
Acoustic Rarities
Acoustic Rarities is a compilation album by British singer-songwriter and guitarist Richard Thompson, featuring rare, previously unreleased, and acoustic versions of his songs.
-
D.
Give Me Something (single)
"Give Me Something" is a single from David Guetta's debut studio album "Just a Little More Love," showcasing his early French house and dance music style.
-
E.
Teachme (single)
"Teachme" is an R&B single by Musiq Soulchild known for its smooth, soulful vocals and introspective lyrics about learning how to love.
- 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: Exotic Talk (single) Triple: [RJD2, notableWork, Exotic Talk (single)]
Generated description
"Exotic Talk" is a single by American producer and DJ RJD2, showcasing his signature blend of instrumental hip hop and eclectic sampling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Exotic Talk (single) Target entity description: "Exotic Talk" is a single by American producer and DJ RJD2, showcasing his signature blend of instrumental hip hop and eclectic sampling.
-
A.
Exotica
Exotica is a 1994 Canadian drama film by Atom Egoyan that intricately weaves themes of loss, obsession, and memory around the lives connected to a mysterious Toronto strip club.
-
B.
Exclusive (album)
Exclusive is the second studio album by American R&B singer Chris Brown, featuring a blend of R&B, pop, and hip hop that helped solidify his mainstream success.
-
C.
Acoustic Rarities
Acoustic Rarities is a compilation album by British singer-songwriter and guitarist Richard Thompson, featuring rare, previously unreleased, and acoustic versions of his songs.
-
D.
Give Me Something (single)
"Give Me Something" is a single from David Guetta's debut studio album "Just a Little More Love," showcasing his early French house and dance music style.
-
E.
Teachme (single)
"Teachme" is an R&B single by Musiq Soulchild known for its smooth, soulful vocals and introspective lyrics about learning how to love.
- 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_69d6aacbe18081909e5fadb50082dd96 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea1f9574819089760c5b5908f09e |
completed | April 9, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5436e9d848190a7e585351d24df03 |
completed | April 19, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_69e5474aad3481909c1afb385cb5889b |
completed | April 19, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e54edb9ac08190a760de11857e791c |
completed | April 19, 2026, 9:53 p.m. |
Created at: April 8, 2026, 9:33 p.m.