Triple
T3086852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | For Once in My Life |
E64391
|
entity |
| Predicate | arrangerOfStevieWonderVersion |
P4873
|
FINISHED |
| Object |
Paul Riser
Paul Riser is an American Motown trombonist and arranger best known for crafting the lush orchestral arrangements on many of Stevie Wonder’s classic recordings.
|
E405484
|
NE FINISHED |
How this triple was built (5 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: Paul Riser | Statement: [For Once in My Life, arrangerOfStevieWonderVersion, Paul Riser]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Riser Context triple: [For Once in My Life, arrangerOfStevieWonderVersion, Paul Riser]
-
A.
John Brisker
John Brisker was a high-scoring and notoriously tough American basketball player of the late 1960s and early 1970s, remembered both for his ABA/NBA play and his mysterious disappearance in Uganda.
-
B.
Richard Stolley
Richard Stolley was an influential American magazine editor best known for shaping modern celebrity journalism as the founding managing editor of People magazine.
-
C.
David Scearce
David Scearce is a Canadian screenwriter best known for adapting Christopher Isherwood’s novel into the acclaimed film "A Single Man."
-
D.
William Rotsler
William Rotsler was an American science fiction fan, artist, and writer known for his prolific fan art, cartoons, and contributions to fandom culture.
-
E.
John Requa
John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
- 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: Paul Riser Triple: [For Once in My Life, arrangerOfStevieWonderVersion, Paul Riser]
Generated description
Paul Riser is an American Motown trombonist and arranger best known for crafting the lush orchestral arrangements on many of Stevie Wonder’s classic recordings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Riser Target entity description: Paul Riser is an American Motown trombonist and arranger best known for crafting the lush orchestral arrangements on many of Stevie Wonder’s classic recordings.
-
A.
John Brisker
John Brisker was a high-scoring and notoriously tough American basketball player of the late 1960s and early 1970s, remembered both for his ABA/NBA play and his mysterious disappearance in Uganda.
-
B.
Richard Stolley
Richard Stolley was an influential American magazine editor best known for shaping modern celebrity journalism as the founding managing editor of People magazine.
-
C.
David Scearce
David Scearce is a Canadian screenwriter best known for adapting Christopher Isherwood’s novel into the acclaimed film "A Single Man."
-
D.
William Rotsler
William Rotsler was an American science fiction fan, artist, and writer known for his prolific fan art, cartoons, and contributions to fandom culture.
-
E.
John Requa
John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: arrangerOfStevieWonderVersion Context triple: [For Once in My Life, arrangerOfStevieWonderVersion, Paul Riser]
-
A.
hasArranger
chosen
Indicates that one entity serves as the arranger (e.g., musically or structurally) for another entity, such as a work, performance, or composition.
-
B.
WhitneyHoustonVersionProducer
Indicates that the subject is the producer responsible for the Whitney Houston version of a particular work.
-
C.
hasArrangerBackground
Indicates that an entity has a background or experience in musical arranging.
-
D.
hasPianoArrangement
Indicates that one entity has a version or adaptation of it arranged specifically for piano.
-
E.
vocalArrangement
Indicates the specific way vocal parts or voices are organized, structured, and combined within a musical work or performance.
- F. None of above.
Provenance (6 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_69ad857c97d88190b26f9b1c90839c77 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada1ec187c819084565514ebb99cdb |
completed | March 8, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c1cbe848190a75c0e7108a5bc2c |
completed | March 14, 2026, 11:53 a.m. |
| NEDg | Description generation | batch_69b54cbf2ad08190b2c396283534fae1 |
completed | March 14, 2026, 11:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54d42d8fc8190ba3bef6999d71e2b |
completed | March 14, 2026, 11:57 a.m. |
| PD | Predicate disambiguation | batch_69ad9ded78f881908be6fc0fb7c35764 |
completed | March 8, 2026, 4:03 p.m. |
Created at: March 8, 2026, 3:03 p.m.