Triple

T10588737
Position Surface form Disambiguated ID Type / Status
Subject The White Lotus E249925 entity
Predicate executiveProducer P7225 FINISHED
Object David Bernad
David Bernad is a television and film producer best known for his work on acclaimed series such as HBO’s dark comedy-drama "The White Lotus."
E872119 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: David Bernad | Statement: [The White Lotus, executiveProducer, David Bernad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Bernad
Context triple: [The White Lotus, executiveProducer, David Bernad]
  • A. Michael Bernhard
    Michael Bernhard is a political scientist known for his scholarship on democratization and for serving as editor-in-chief of the journal Perspectives on Politics.
  • B. David Baerwald
    David Baerwald is an American singer-songwriter and musician best known for his solo work, his role in the duo David & David, and his co-writing of Sheryl Crow’s hit “All I Wanna Do.”
  • C. David Alan Basche
    David Alan Basche is an American actor known for his roles in film and television comedies and dramas, including romantic comedies and ensemble TV series.
  • D. Alexander Berner
    Alexander Berner is a German film editor known for his work on major international productions, including the science fiction horror film "Alien vs. Predator."
  • E. David Denman
    David Denman is an American actor best known for his role as Roy Anderson on the U.S. version of "The Office" and for supporting performances in films and television series across comedy and drama.
  • 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: David Bernad
Triple: [The White Lotus, executiveProducer, David Bernad]
Generated description
David Bernad is a television and film producer best known for his work on acclaimed series such as HBO’s dark comedy-drama "The White Lotus."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Bernad
Target entity description: David Bernad is a television and film producer best known for his work on acclaimed series such as HBO’s dark comedy-drama "The White Lotus."
  • A. Michael Bernhard
    Michael Bernhard is a political scientist known for his scholarship on democratization and for serving as editor-in-chief of the journal Perspectives on Politics.
  • B. David Baerwald
    David Baerwald is an American singer-songwriter and musician best known for his solo work, his role in the duo David & David, and his co-writing of Sheryl Crow’s hit “All I Wanna Do.”
  • C. David Alan Basche
    David Alan Basche is an American actor known for his roles in film and television comedies and dramas, including romantic comedies and ensemble TV series.
  • D. Alexander Berner
    Alexander Berner is a German film editor known for his work on major international productions, including the science fiction horror film "Alien vs. Predator."
  • E. David Denman
    David Denman is an American actor best known for his role as Roy Anderson on the U.S. version of "The Office" and for supporting performances in films and television series across comedy and drama.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d527793c588190bfe3a5261eb7f919 completed April 7, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d94b9440548190bff01847a940266b completed April 10, 2026, 7:12 p.m.
NEDg Description generation batch_69d94ca13550819085b7824d8b5131e7 completed April 10, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69d9518517608190b5036694b83f5f58 completed April 10, 2026, 7:37 p.m.
Created at: April 6, 2026, 12:40 p.m.