Triple
T18356181
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twist and Shout |
E439802
|
entity |
| Predicate | lyricist |
P1360
|
FINISHED |
| Object | Bert Berns |
—
|
NE NERFINISHED |
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: Bert Berns | Statement: [Twist and Shout, lyricist, Bert Berns]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bert Berns Context triple: [Twist and Shout, lyricist, Bert Berns]
-
A.
Bert Berns
chosen
Bert Berns was an influential American songwriter and record producer of the 1960s, known for crafting numerous soul and rock hits for artists such as The Isley Brothers, Van Morrison, and Them.
-
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.
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.
-
D.
Rob Lotterstein
Rob Lotterstein is a television writer and producer known for his work on various comedy series, including serving as an executive producer on "Candidly Nicole."
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b918221c8190a9f7b563d64ac677 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e516d69ae081908a36e7c3559a0694 |
completed | April 19, 2026, 5:54 p.m. |
Created at: April 10, 2026, 10:37 a.m.