Triple

T2070369
Position Surface form Disambiguated ID Type / Status
Subject The Marble Faun E44801 entity
Predicate UKTitle P29559 FINISHED
Object 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.
E231010 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: Transformation | Statement: [The Marble Faun, UKTitle, Transformation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transformation
Context triple: [The Marble Faun, UKTitle, Transformation]
  • A. 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.
  • B. Change
    "Change" is a reflective, melodic rock song by Blind Melon known for its introspective lyrics and Shannon Hoon’s emotive vocal performance.
  • C. Change
    Change was an Italian-American post-disco and R&B studio group formed in the late 1970s, best known for its sophisticated dance grooves and for launching the early international career of Luther Vandross.
  • D. Symbols of Transformation
    Symbols of Transformation is a seminal work by Carl Jung that marks the beginning of his break from Freud and lays the foundation for analytical psychology through an exploration of myths, symbols, and the unconscious.
  • E. Changing Form
    Changing Form is a prominent abstract steel sculpture located in Seattle’s Kerry Park, often noted as a popular foreground for views of the city skyline and Mount Rainier.
  • 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: Transformation
Triple: [The Marble Faun, UKTitle, Transformation]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transformation
Target entity description: 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.
  • A. 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.
  • B. Change
    "Change" is a reflective, melodic rock song by Blind Melon known for its introspective lyrics and Shannon Hoon’s emotive vocal performance.
  • C. Change
    Change was an Italian-American post-disco and R&B studio group formed in the late 1970s, best known for its sophisticated dance grooves and for launching the early international career of Luther Vandross.
  • D. Symbols of Transformation
    Symbols of Transformation is a seminal work by Carl Jung that marks the beginning of his break from Freud and lays the foundation for analytical psychology through an exploration of myths, symbols, and the unconscious.
  • E. Changing Form
    Changing Form is a prominent abstract steel sculpture located in Seattle’s Kerry Park, often noted as a popular foreground for views of the city skyline and Mount Rainier.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9f677108190aea3c8db7850c892 completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae27289eb081909bfbc9bf2cd14878 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae28c163088190818891302f7faa8e completed March 9, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_69ae292a9d7481909acbc3a5f24ff0b9 completed March 9, 2026, 1:58 a.m.
Created at: March 4, 2026, 7:41 p.m.