Triple

T4822487
Position Surface form Disambiguated ID Type / Status
Subject Irma la Douce E107741 entity
Predicate starring P1507 FINISHED
Object Herschel Bernardi
Herschel Bernardi was an American actor and voice artist known for his work on Broadway, in film and television, and for his distinctive character roles and narration.
 E472996 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: Herschel Bernardi | Statement: [Irma la Douce, starring, Herschel Bernardi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herschel Bernardi
Context triple: [Irma la Douce, starring, Herschel Bernardi]
  • A. Sylvester Levay
    Sylvester Levay is a Hungarian-born composer and music producer best known for his film scores and work on popular movies and television in the 1980s.
  • B. Virgil Donati
    Virgil Donati is an Australian drummer and composer renowned for his exceptionally advanced technique and work in progressive rock and fusion.
  • C. Nicholas Sagan
    Nicholas Sagan is the son of science communicator Ann Druyan and famed astronomer Carl Sagan.
  • D. George Nolfi
    George Nolfi is an American filmmaker and screenwriter known for writing and directing the sci-fi romantic thriller "The Adjustment Bureau" and contributing to films like "Ocean's Twelve" and "The Bourne Ultimatum."
  • E. Robert Marcarelli
    Robert Marcarelli is a film director best known for his work in Christian-themed and independent cinema.
  • 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: Herschel Bernardi
Triple: [Irma la Douce, starring, Herschel Bernardi]
Generated description
Herschel Bernardi was an American actor and voice artist known for his work on Broadway, in film and television, and for his distinctive character roles and narration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herschel Bernardi
Target entity description: Herschel Bernardi was an American actor and voice artist known for his work on Broadway, in film and television, and for his distinctive character roles and narration.
  • A. Sylvester Levay
    Sylvester Levay is a Hungarian-born composer and music producer best known for his film scores and work on popular movies and television in the 1980s.
  • B. Virgil Donati
    Virgil Donati is an Australian drummer and composer renowned for his exceptionally advanced technique and work in progressive rock and fusion.
  • C. Nicholas Sagan
    Nicholas Sagan is the son of science communicator Ann Druyan and famed astronomer Carl Sagan.
  • D. George Nolfi
    George Nolfi is an American filmmaker and screenwriter known for writing and directing the sci-fi romantic thriller "The Adjustment Bureau" and contributing to films like "Ocean's Twelve" and "The Bourne Ultimatum."
  • E. Robert Marcarelli
    Robert Marcarelli is a film director best known for his work in Christian-themed and independent cinema.
  • 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_69bd43f9efa081908314cb3e94fa1695 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6caa95ec8190bea525dbf3a00477 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dc6ddcc8190903c0737476bbe36 completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4fd6581881908ce99ed0e531504d completed March 21, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69be5037528881909e17870b7d01fa1f completed March 21, 2026, 8 a.m.
Created at: March 20, 2026, 1:24 p.m.