Triple

T1130709
Position Surface form Disambiguated ID Type / Status
Subject Rattle and Hum E23022 entity
Predicate cinematographyBy P1953 FINISHED
Object Robert Brinkmann
Robert Brinkmann is a German-born cinematographer known for his work on feature films, music-related projects, and television.
E173377 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: Robert Brinkmann | Statement: [Rattle and Hum, cinematographyBy, Robert Brinkmann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Brinkmann
Context triple: [Rattle and Hum, cinematographyBy, Robert Brinkmann]
  • A. Martin Benrath
    Martin Benrath was a German actor known for his extensive work in film, television, and theater from the mid-20th century onward.
  • B. Johannes Kleiman
    Johannes Kleiman was a Dutch office manager and resistance helper who assisted in hiding Anne Frank and her family during the Nazi occupation of the Netherlands.
  • C. Lorenz Hackenholt
    Lorenz Hackenholt was an SS officer and key operative in the Nazi Aktion Reinhard extermination program, notably involved in the construction and operation of gas chambers at death camps.
  • D. Detlev W. Bronk
    Detlev W. Bronk was an influential American scientist and educator known as a pioneer of biophysics and a prominent leader in national science policy.
  • E. Ewald Loeser
    Ewald Loeser was a German lawyer and industrial executive who served in senior positions at the Krupp conglomerate and was later prosecuted for his role in Nazi-era crimes during the post–World War II Krupp Trial.
  • 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: Robert Brinkmann
Triple: [Rattle and Hum, cinematographyBy, Robert Brinkmann]
Generated description
Robert Brinkmann is a German-born cinematographer known for his work on feature films, music-related projects, and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Brinkmann
Target entity description: Robert Brinkmann is a German-born cinematographer known for his work on feature films, music-related projects, and television.
  • A. Martin Benrath
    Martin Benrath was a German actor known for his extensive work in film, television, and theater from the mid-20th century onward.
  • B. Johannes Kleiman
    Johannes Kleiman was a Dutch office manager and resistance helper who assisted in hiding Anne Frank and her family during the Nazi occupation of the Netherlands.
  • C. Lorenz Hackenholt
    Lorenz Hackenholt was an SS officer and key operative in the Nazi Aktion Reinhard extermination program, notably involved in the construction and operation of gas chambers at death camps.
  • D. Detlev W. Bronk
    Detlev W. Bronk was an influential American scientist and educator known as a pioneer of biophysics and a prominent leader in national science policy.
  • E. Ewald Loeser
    Ewald Loeser was a German lawyer and industrial executive who served in senior positions at the Krupp conglomerate and was later prosecuted for his role in Nazi-era crimes during the post–World War II Krupp Trial.
  • 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_69a493ec75988190b63a11bafaec29b4 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bbfb673081909773acc669ad08c8 completed March 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad293648d08190a1c15fe677aa7b8c completed March 8, 2026, 7:45 a.m.
NEDg Description generation batch_69ad298e76048190bb5cb665d44beb24 completed March 8, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a3f6ef081909180bba2abf15bed completed March 8, 2026, 7:50 a.m.
Created at: March 1, 2026, 7:44 p.m.