Triple

T17007399
Position Surface form Disambiguated ID Type / Status
Subject World Without End E412606 entity
Predicate director P255 FINISHED
Object Edward Bernds
Edward Bernds was an American film director and screenwriter best known for his work on mid-20th-century science fiction films and comedy shorts, including many starring The Three Stooges.
E1375771 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: Edward Bernds | Statement: [World Without End, director, Edward Bernds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Edward Bernds
Context triple: [World Without End, director, Edward Bernds]
  • A. Edward Strohbehn
    Edward Strohbehn is an environmental lawyer best known as a co-founder of the Natural Resources Defense Council (NRDC), a leading U.S. environmental advocacy organization.
  • B. Michael Bruhn
    Michael Bruhn is a person notable enough to be recognized as a namesake of the surname Bruhn, though specific widely known public details about him are not clearly established.
  • C. Edward Knoblauch
    Edward Knoblauch, better known as Edward Knoblock, was an American-born British playwright and novelist noted for works such as the play "Kismet."
  • D. Richard Bock
    Richard Bock was an American jazz record producer and founder of Pacific Jazz Records, known for his influential work documenting the West Coast jazz scene.
  • E. William Diehl
    William Diehl was an American novelist best known for his gritty, suspenseful legal and crime thrillers.
  • 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: Edward Bernds
Triple: [World Without End, director, Edward Bernds]
Generated description
Edward Bernds was an American film director and screenwriter best known for his work on mid-20th-century science fiction films and comedy shorts, including many starring The Three Stooges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Edward Bernds
Target entity description: Edward Bernds was an American film director and screenwriter best known for his work on mid-20th-century science fiction films and comedy shorts, including many starring The Three Stooges.
  • A. Edward Strohbehn
    Edward Strohbehn is an environmental lawyer best known as a co-founder of the Natural Resources Defense Council (NRDC), a leading U.S. environmental advocacy organization.
  • B. Michael Bruhn
    Michael Bruhn is a person notable enough to be recognized as a namesake of the surname Bruhn, though specific widely known public details about him are not clearly established.
  • C. Edward Knoblauch
    Edward Knoblauch, better known as Edward Knoblock, was an American-born British playwright and novelist noted for works such as the play "Kismet."
  • D. Richard Bock
    Richard Bock was an American jazz record producer and founder of Pacific Jazz Records, known for his influential work documenting the West Coast jazz scene.
  • E. William Diehl
    William Diehl was an American novelist best known for his gritty, suspenseful legal and crime thrillers.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d3841e48819086dbc383cb4b1c16 completed April 18, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733b28b808190a06ec86a6e2adb83 completed May 15, 2026, 2:54 p.m.
NEDg Description generation batch_6a073623e5a08190a5a7398ee9bc56b2 completed May 15, 2026, 3:05 p.m.
NED2 Entity disambiguation (via description) batch_6a073712f4048190831dddd875e82324 completed May 15, 2026, 3:09 p.m.
Created at: April 10, 2026, 5:32 a.m.