Triple
T555117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I Look to You |
E11925
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
R. Kelly
R. Kelly is an American R&B singer, songwriter, and record producer known for his influential 1990s and 2000s hits as well as his later criminal convictions for sexual abuse.
|
E69748
|
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: R. Kelly | Statement: [I Look to You, producer, R. Kelly]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: R. Kelly Context triple: [I Look to You, producer, R. Kelly]
-
A.
Chris Brown
Chris Brown is a film producer known for his work on the World War II drama "The Railway Man."
-
B.
Mathew Knowles
Mathew Knowles is an American music executive and talent manager best known for managing Destiny's Child and launching the solo careers of Beyoncé and other artists.
-
C.
Brian McKnight
Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
-
D.
Kenneth "Babyface" Edmonds
Kenneth "Babyface" Edmonds is an American R&B singer, songwriter, and producer renowned for crafting numerous hit ballads and shaping the sound of contemporary R&B in the late 20th century.
-
E.
P. Diddy
P. Diddy, also known as Sean "Diddy" Combs, is an American rapper, producer, and entrepreneur who rose to prominence in the 1990s as a key figure in hip-hop and the founder of Bad Boy Records.
- 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: R. Kelly Triple: [I Look to You, producer, R. Kelly]
Generated description
R. Kelly is an American R&B singer, songwriter, and record producer known for his influential 1990s and 2000s hits as well as his later criminal convictions for sexual abuse.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: R. Kelly Target entity description: R. Kelly is an American R&B singer, songwriter, and record producer known for his influential 1990s and 2000s hits as well as his later criminal convictions for sexual abuse.
-
A.
Chris Brown
Chris Brown is a film producer known for his work on the World War II drama "The Railway Man."
-
B.
Mathew Knowles
Mathew Knowles is an American music executive and talent manager best known for managing Destiny's Child and launching the solo careers of Beyoncé and other artists.
-
C.
Brian McKnight
Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
-
D.
Kenneth "Babyface" Edmonds
Kenneth "Babyface" Edmonds is an American R&B singer, songwriter, and producer renowned for crafting numerous hit ballads and shaping the sound of contemporary R&B in the late 20th century.
-
E.
P. Diddy
P. Diddy, also known as Sean "Diddy" Combs, is an American rapper, producer, and entrepreneur who rose to prominence in the 1990s as a key figure in hip-hop and the founder of Bad Boy Records.
- 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_69a4932941d08190815efd422f0b4ca7 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4991dd7008190a6c1bc8bc832456d |
completed | March 1, 2026, 7:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e632e7c48190b211f7fcc4903dea |
completed | March 2, 2026, 1:21 a.m. |
| NEDg | Description generation | batch_69a4e6cfdbf48190814dfb9d2bd8dbf5 |
completed | March 2, 2026, 1:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e79f2a8881909210998edba8a2a8 |
completed | March 2, 2026, 1:27 a.m. |
Created at: March 1, 2026, 7:32 p.m.