Triple
T404033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | How Will I Know |
E9345
|
entity |
| Predicate | songwriter |
P1141
|
FINISHED |
| Object | Narada Michael Walden |
E20338
|
NE FINISHED |
How this triple was built (2 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: Narada Michael Walden | Statement: [How Will I Know, songwriter, Narada Michael Walden]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Narada Michael Walden Context triple: [How Will I Know, songwriter, Narada Michael Walden]
-
A.
Narada Michael Walden
chosen
Narada Michael Walden is an American drummer, songwriter, and Grammy-winning record producer known for crafting major pop and R&B hits for artists such as Whitney Houston and Aretha Franklin.
-
B.
Dulé Hill
Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
-
C.
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.
-
D.
Don Maynard
Don Maynard was a Hall of Fame American football wide receiver best known as Joe Namath’s primary deep threat and a key offensive star for the New York Jets during the 1960s.
-
E.
Ray J
Ray J is an American R&B singer, songwriter, actor, and television personality known for his music career, reality TV appearances, and high-profile relationships.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a2e8004cb88190b92ed1add6abf41a |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2eca226fc81909d6ccc38a637daa6 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a41b4695288190b4a7e67b6a112ca6 |
completed | March 1, 2026, 10:56 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.