Triple
T262674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bigger Love |
E5570
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Oak Felder
Oak Felder is a Grammy-winning Turkish-American record producer and songwriter known for crafting pop and R&B hits for artists such as John Legend, Demi Lovato, and Alessia Cara.
|
E47628
|
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: Oak Felder | Statement: [Bigger Love, producer, Oak Felder]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oak Felder Context triple: [Bigger Love, producer, Oak Felder]
-
A.
Will Firth
Will Firth is the son of English actor Colin Firth and is known primarily for his connection to his father's prominent film career.
-
B.
Jordan Roberts
Jordan Roberts is a fictional character from the American prime-time soap opera "Falcon Crest," which centers on the power struggles and personal dramas surrounding a California wine dynasty.
-
C.
Dylan Highsmith
Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
-
D.
Brian VanDeMark
Brian VanDeMark is an American historian and author known for his work on U.S. foreign policy and the Vietnam War, including coauthoring influential studies of that conflict.
-
E.
Owen King
Owen King is an American author and the son of novelist Stephen King, known for his own works of fiction and collaborations with his father.
- 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: Oak Felder Triple: [Bigger Love, producer, Oak Felder]
Generated description
Oak Felder is a Grammy-winning Turkish-American record producer and songwriter known for crafting pop and R&B hits for artists such as John Legend, Demi Lovato, and Alessia Cara.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oak Felder Target entity description: Oak Felder is a Grammy-winning Turkish-American record producer and songwriter known for crafting pop and R&B hits for artists such as John Legend, Demi Lovato, and Alessia Cara.
-
A.
Will Firth
Will Firth is the son of English actor Colin Firth and is known primarily for his connection to his father's prominent film career.
-
B.
Jordan Roberts
Jordan Roberts is a fictional character from the American prime-time soap opera "Falcon Crest," which centers on the power struggles and personal dramas surrounding a California wine dynasty.
-
C.
Dylan Highsmith
Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
-
D.
Brian VanDeMark
Brian VanDeMark is an American historian and author known for his work on U.S. foreign policy and the Vietnam War, including coauthoring influential studies of that conflict.
-
E.
Owen King
Owen King is an American author and the son of novelist Stephen King, known for his own works of fiction and collaborations with his father.
- 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_69a3f4d55d70819099ae6f963e3ed5a0 |
completed | March 1, 2026, 8:12 a.m. |
| NEDg | Description generation | batch_69a3f6292ff48190a0b8b6866951ed9a |
completed | March 1, 2026, 8:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3f68dabdc81908719b51503df370b |
completed | March 1, 2026, 8:19 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.