Triple
T4324046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What Comes Naturally |
E96591
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Oliver Leiber
Oliver Leiber is an American songwriter and record producer best known for his work on pop and R&B hits in the late 1980s and 1990s, including major collaborations with artists like Paula Abdul.
|
E443589
|
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: Oliver Leiber | Statement: [What Comes Naturally, producer, Oliver Leiber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oliver Leiber Context triple: [What Comes Naturally, producer, Oliver Leiber]
-
A.
Mort Shuman
Mort Shuman was an American songwriter and pianist best known for co-writing numerous 1960s pop and rock hits, including many for artists like Elvis Presley and The Drifters.
-
B.
Joe Mardin
Joe Mardin is an American music producer, arranger, and engineer known for his work across pop, R&B, and jazz, and as the son of legendary producer Arif Mardin.
-
C.
Doc Pomus
Doc Pomus was an influential American blues singer and songwriter best known for co-writing numerous rock and roll and R&B classics in the 1950s and 1960s.
-
D.
Eden Ahbez
Eden Ahbez was an American songwriter and proto-hippie figure best known for composing the standard "Nature Boy" and influencing mid-20th-century popular music with his bohemian lifestyle and mystical themes.
-
E.
Jimmy Van Heusen
Jimmy Van Heusen was an American composer and songwriter renowned for his prolific work in film and popular music, including numerous standards written for Frank Sinatra and multiple Academy Award–winning songs.
- 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: Oliver Leiber Triple: [What Comes Naturally, producer, Oliver Leiber]
Generated description
Oliver Leiber is an American songwriter and record producer best known for his work on pop and R&B hits in the late 1980s and 1990s, including major collaborations with artists like Paula Abdul.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oliver Leiber Target entity description: Oliver Leiber is an American songwriter and record producer best known for his work on pop and R&B hits in the late 1980s and 1990s, including major collaborations with artists like Paula Abdul.
-
A.
Mort Shuman
Mort Shuman was an American songwriter and pianist best known for co-writing numerous 1960s pop and rock hits, including many for artists like Elvis Presley and The Drifters.
-
B.
Joe Mardin
Joe Mardin is an American music producer, arranger, and engineer known for his work across pop, R&B, and jazz, and as the son of legendary producer Arif Mardin.
-
C.
Doc Pomus
Doc Pomus was an influential American blues singer and songwriter best known for co-writing numerous rock and roll and R&B classics in the 1950s and 1960s.
-
D.
Eden Ahbez
Eden Ahbez was an American songwriter and proto-hippie figure best known for composing the standard "Nature Boy" and influencing mid-20th-century popular music with his bohemian lifestyle and mystical themes.
-
E.
Jimmy Van Heusen
Jimmy Van Heusen was an American composer and songwriter renowned for his prolific work in film and popular music, including numerous standards written for Frank Sinatra and multiple Academy Award–winning songs.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35118abe481908b7987019be217e1 |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6373b66a481909f66ea8b8659d54a |
completed | March 15, 2026, 4:36 a.m. |
| NEDg | Description generation | batch_69b638cef6808190801e9aad98142272 |
completed | March 15, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b639277a1481908f637140dded2791 |
completed | March 15, 2026, 4:44 a.m. |
Created at: March 12, 2026, 11:13 p.m.