Triple
T262675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bigger Love |
E5570
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Anderson .Paak
Anderson .Paak is an American singer, rapper, drummer, and producer known for his soulful fusion of hip-hop, R&B, funk, and jazz, as well as his dynamic live performances.
|
E34461
|
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: Anderson .Paak | Statement: [Bigger Love, producer, Anderson .Paak]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anderson .Paak Context triple: [Bigger Love, producer, Anderson .Paak]
-
A.
Raphael Saadiq
Raphael Saadiq is an American singer, songwriter, multi-instrumentalist, and acclaimed R&B/neo-soul producer known for his work both as a solo artist and as a member of Tony! Toni! Toné!.
-
B.
Chance the Rapper
Chance the Rapper is an American hip hop artist and songwriter known for his independent releases, gospel-influenced sound, and critically acclaimed mixtape "Coloring Book."
-
C.
Mos Def
Mos Def, also known as Yasiin Bey, is an influential American rapper, actor, and activist celebrated for his socially conscious lyrics and key role in the evolution of alternative hip hop.
-
D.
Tekashi 6ix9ine
Tekashi 6ix9ine is an American rapper known for his aggressive style, rainbow-colored appearance, legal troubles, and highly publicized cooperation with federal authorities.
-
E.
Swizz Beatz
Swizz Beatz is an American record producer, rapper, and entrepreneur known for his influential work in hip-hop and collaborations with numerous major artists.
- 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: Anderson .Paak Triple: [Bigger Love, producer, Anderson .Paak]
Generated description
Anderson .Paak is an American singer, rapper, drummer, and producer known for his soulful fusion of hip-hop, R&B, funk, and jazz, as well as his dynamic live performances.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anderson .Paak Target entity description: Anderson .Paak is an American singer, rapper, drummer, and producer known for his soulful fusion of hip-hop, R&B, funk, and jazz, as well as his dynamic live performances.
-
A.
Raphael Saadiq
Raphael Saadiq is an American singer, songwriter, multi-instrumentalist, and acclaimed R&B/neo-soul producer known for his work both as a solo artist and as a member of Tony! Toni! Toné!.
-
B.
Chance the Rapper
Chance the Rapper is an American hip hop artist and songwriter known for his independent releases, gospel-influenced sound, and critically acclaimed mixtape "Coloring Book."
-
C.
Mos Def
Mos Def, also known as Yasiin Bey, is an influential American rapper, actor, and activist celebrated for his socially conscious lyrics and key role in the evolution of alternative hip hop.
-
D.
Tekashi 6ix9ine
Tekashi 6ix9ine is an American rapper known for his aggressive style, rainbow-colored appearance, legal troubles, and highly publicized cooperation with federal authorities.
-
E.
Swizz Beatz
Swizz Beatz is an American record producer, rapper, and entrepreneur known for his influential work in hip-hop and collaborations with numerous major artists.
- 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_69a2580a64ac8190ad76e34bb0715b5e |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25d8c7f448190af9145256f994177 |
completed | Feb. 28, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a389ac93ec8190baf0c20a1e872b94 |
completed | March 1, 2026, 12:34 a.m. |
| NEDg | Description generation | batch_69a38a1e2e7081908a132d7bd147379b |
completed | March 1, 2026, 12:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a38a71c37481908cbc011e71c93c58 |
completed | March 1, 2026, 12:38 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.