Triple

T5343225
Position Surface form Disambiguated ID Type / Status
Subject Inkheart E123990 entity
Predicate mainCharacter P1183 FINISHED
Object Dustfinger
Dustfinger is a fire-eating performer and complex, conflicted character from Cornelia Funke’s Inkheart series, known for his longing to return to his own fictional world.
 E511329 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: Dustfinger | Statement: [Inkheart, mainCharacter, Dustfinger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dustfinger
Context triple: [Inkheart, mainCharacter, Dustfinger]
  • A. Dweik
    Dweik is a family name most notably associated with Palestinian politician Aziz Dweik, a senior Hamas figure and former speaker of the Palestinian Legislative Council.
  • B. Thorn
    Thorn is a historic city on the Vistula River, now known as Toruń in Poland, renowned for its well-preserved medieval architecture and as the birthplace of astronomer Nicolaus Copernicus.
  • C. Thorn
    Thorn is a surname most notably associated with Rod Thorn, a prominent figure in American professional basketball as both a player and executive.
  • D. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • E. Fogolin
    Fogolin is an Italian surname most notably associated with individuals such as Claudio Fogolin.
  • 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: Dustfinger
Triple: [Inkheart, mainCharacter, Dustfinger]
Generated description
Dustfinger is a fire-eating performer and complex, conflicted character from Cornelia Funke’s Inkheart series, known for his longing to return to his own fictional world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dustfinger
Target entity description: Dustfinger is a fire-eating performer and complex, conflicted character from Cornelia Funke’s Inkheart series, known for his longing to return to his own fictional world.
  • A. Dweik
    Dweik is a family name most notably associated with Palestinian politician Aziz Dweik, a senior Hamas figure and former speaker of the Palestinian Legislative Council.
  • B. Thorn
    Thorn is a historic city on the Vistula River, now known as Toruń in Poland, renowned for its well-preserved medieval architecture and as the birthplace of astronomer Nicolaus Copernicus.
  • C. Thorn
    Thorn is a surname most notably associated with Rod Thorn, a prominent figure in American professional basketball as both a player and executive.
  • D. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • E. Fogolin
    Fogolin is an Italian surname most notably associated with individuals such as Claudio Fogolin.
  • 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85e86edc81908d87933db6489f91 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18ce6aac819093b36992303c5b1c completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf198574ec8190b4e142c6c783f377 completed March 21, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69bf19e2d1fc81909030e32bb18d46dc completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 2:01 p.m.