Triple
T9574505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformation |
E231010
|
entity |
| Predicate | titleInUnitedKingdom |
P29559
|
FINISHED |
| Object | Transformation |
E231010
|
NE FINISHED |
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: [Transformation, titleInUnitedKingdom, Transformation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformation Context triple: [Transformation, titleInUnitedKingdom, Transformation]
-
A.
Transformation
chosen
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 jazz album by acclaimed American drummer Peter Erskine, showcasing his sophisticated rhythmic approach and nuanced ensemble interplay.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: titleInUnitedKingdom Context triple: [Transformation, titleInUnitedKingdom, Transformation]
-
A.
UKTitle
chosen
Indicates that an entity holds a specific title or name as used in the United Kingdom context.
-
B.
titleInEnglish
Indicates that an entity’s title or name is given in the English language.
-
C.
equivalentTitleInUnitedKingdom
Indicates that one entity has a title that is considered the equivalent of another entity’s title specifically within the context of the United Kingdom.
-
D.
titleInLatinScript
Indicates that the title of an entity is written or represented using a Latin-based writing system.
-
E.
titleInLocalLanguage
Indicates that an entity’s title is expressed in the primary or native language of a specified place or community.
- F. None of above.
Provenance (4 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_69ca848091c48190bc313d6620d09555 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99a94c788190a4bb5d2b676908ac |
completed | April 1, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d152bf5c548190b6c33cc49e418ef7 |
completed | April 4, 2026, 6:04 p.m. |
| PD | Predicate disambiguation | batch_69ccd59b960c8190966a8870a2426bd5 |
completed | April 1, 2026, 8:21 a.m. |
Created at: March 30, 2026, 8:05 p.m.