Triple
T19257414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tal Wilkenfeld |
E481550
|
entity |
| Predicate | album |
P1995
|
FINISHED |
| Object | Transformation |
—
|
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: Transformation | Statement: [Tal Wilkenfeld, album, Transformation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformation Context triple: [Tal Wilkenfeld, album, Transformation]
-
A.
Transformation
Transformation is the British title of Nathaniel Hawthorne’s novel "The Marble Faun," a romantic and psychological tale set in Italy exploring art, guilt, and moral ambiguity.
-
B.
Transformation
chosen
"Transformation" is the jazz-fusion debut album by Australian bassist and composer Tal Wilkenfeld, showcasing her virtuosic playing and compositional skill.
-
C.
Transform
Transform is a TensorFlow Extended (TFX) component used for scalable data preprocessing and feature engineering in machine learning pipelines.
-
D.
Vital Transformation
"Vital Transformation" is a track from the pioneering jazz fusion album *The Inner Mounting Flame* by the Mahavishnu Orchestra, showcasing the band's virtuosic, high-energy style.
-
E.
Shapeshifting
Shapeshifting is an instrumental rock album by guitarist Joe Satriani that showcases his signature virtuosic playing and melodic, genre-blending compositions.
- 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_69d8e8cd9d1081908a181d02b88b59b8 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fb862f848190977987e0327ce41d |
completed | April 20, 2026, 10:10 a.m. |
Created at: April 10, 2026, 1:28 p.m.