Triple

T19257412
Position Surface form Disambiguated ID Type / Status
Subject Tal Wilkenfeld E481550 entity
Predicate debutAlbum P3278 FINISHED
Object Transformation — NE NERFINISHED

How this triple was built (3 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, debutAlbum, Transformation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Transformation
Context triple: [Tal Wilkenfeld, debutAlbum, 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. Transform
    Transform is a TensorFlow Extended (TFX) component used for scalable data preprocessing and feature engineering in machine learning pipelines.
  • C. Shapeshifting
    Shapeshifting is an instrumental rock album by guitarist Joe Satriani that showcases his signature virtuosic playing and melodic, genre-blending compositions.
  • D. Transition
    Transition is a music album by the band The First Edition, known for blending rock and country influences during their late-1960s/early-1970s output.
  • E. Transition
    Transition is a science fiction novel by Iain M. Banks that explores parallel realities, political intrigue, and moral ambiguity through a shadowy organization able to move between alternate worlds.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Transformation
Target entity description: "Transformation" is the jazz-fusion debut album by Australian bassist and composer Tal Wilkenfeld, showcasing her virtuosic playing and compositional skill.
  • 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. Transform
    Transform is a TensorFlow Extended (TFX) component used for scalable data preprocessing and feature engineering in machine learning pipelines.
  • C. Shapeshifting
    Shapeshifting is an instrumental rock album by guitarist Joe Satriani that showcases his signature virtuosic playing and melodic, genre-blending compositions.
  • D. Transition
    Transition is a music album by the band The First Edition, known for blending rock and country influences during their late-1960s/early-1970s output.
  • E. Transition
    Transition is a science fiction novel by Iain M. Banks that explores parallel realities, political intrigue, and moral ambiguity through a shadowy organization able to move between alternate worlds.
  • F. None of above. chosen

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.