Triple

T15211096
Position Surface form Disambiguated ID Type / Status
Subject The Invisible Man (2020 film) E363515 entity
Predicate cinematographyBy P1953 FINISHED
Object Stefan Duscio
Stefan Duscio is an Australian cinematographer known for his stylish, atmospheric visual work on films such as the 2020 adaptation of The Invisible Man.
E1147815 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: Stefan Duscio | Statement: [The Invisible Man (2020 film), cinematographyBy, Stefan Duscio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stefan Duscio
Context triple: [The Invisible Man (2020 film), cinematographyBy, Stefan Duscio]
  • A. Stefan Vladar
    Stefan Vladar is an Austrian pianist and conductor known for his leadership roles with European orchestras and opera houses.
  • B. Dominik Duka
    Dominik Duka is a Czech cardinal of the Roman Catholic Church who served as Archbishop of Prague and was a prominent religious and public figure in the Czech Republic.
  • C. Denis Kosiak
    Denis Kosiak is a music producer best known for his work on the project American Teen.
  • D. Stefen Djordjevic
    Stefen Djordjevic is a talented high school football player from a struggling Pennsylvania steel town whose dreams of earning a college scholarship drive the drama in the film "All the Right Moves."
  • E. Victor Stolan
    Victor Stolan was a key early initiator and co-founder of the World Wildlife Fund, helping to launch what became one of the world’s leading conservation organizations.
  • 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: Stefan Duscio
Triple: [The Invisible Man (2020 film), cinematographyBy, Stefan Duscio]
Generated description
Stefan Duscio is an Australian cinematographer known for his stylish, atmospheric visual work on films such as the 2020 adaptation of The Invisible Man.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stefan Duscio
Target entity description: Stefan Duscio is an Australian cinematographer known for his stylish, atmospheric visual work on films such as the 2020 adaptation of The Invisible Man.
  • A. Stefan Vladar
    Stefan Vladar is an Austrian pianist and conductor known for his leadership roles with European orchestras and opera houses.
  • B. Dominik Duka
    Dominik Duka is a Czech cardinal of the Roman Catholic Church who served as Archbishop of Prague and was a prominent religious and public figure in the Czech Republic.
  • C. Denis Kosiak
    Denis Kosiak is a music producer best known for his work on the project American Teen.
  • D. Stefen Djordjevic
    Stefen Djordjevic is a talented high school football player from a struggling Pennsylvania steel town whose dreams of earning a college scholarship drive the drama in the film "All the Right Moves."
  • E. Victor Stolan
    Victor Stolan was a key early initiator and co-founder of the World Wildlife Fund, helping to launch what became one of the world’s leading conservation organizations.
  • 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_69d85a0b78bc8190b6e5ad51a2c4cfc5 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0076ad4ec81908d36f541fca08d72 completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef687bdc819090ec8a4e1af9f422 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef036896c8190b9dd8a87198f3783 completed May 9, 2026, 8:28 a.m.
NED2 Entity disambiguation (via description) batch_69fef0f651548190a965559aa93d4b54 completed May 9, 2026, 8:31 a.m.
Created at: April 10, 2026, 3:11 a.m.