Triple

T14018413
Position Surface form Disambiguated ID Type / Status
Subject Dangerous Passage E337258 entity
Predicate screenwriter P2831 FINISHED
Object Aubrey Wisberg
Aubrey Wisberg was an American screenwriter, producer, and director known for his work on mid-20th-century films, particularly in the adventure and science fiction genres.
 E1077555 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: Aubrey Wisberg | Statement: [Dangerous Passage, screenwriter, Aubrey Wisberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aubrey Wisberg
Context triple: [Dangerous Passage, screenwriter, Aubrey Wisberg]
  • A. Aubrey Woods
    Aubrey Woods was a British actor best known for his role as Bill the Candy Man in the 1971 film "Willy Wonka & the Chocolate Factory."
  • B. Aubrey Mather
    Aubrey Mather was a British character actor known for his numerous supporting roles in films from the 1930s to the 1950s.
  • C. Aubrey Fitch
    Aubrey Fitch was a U.S. Navy admiral and naval aviator who played a key leadership role in early World War II Pacific carrier operations.
  • D. Aubrey Haynie
    Aubrey Haynie is an American bluegrass and country fiddler and mandolinist known for his virtuosic session work and solo recordings.
  • E. Ayn Robbins
    Ayn Robbins is an American lyricist best known for co-writing the iconic theme song "Gonna Fly Now" from the film Rocky.
  • 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: Aubrey Wisberg
Triple: [Dangerous Passage, screenwriter, Aubrey Wisberg]
Generated description
Aubrey Wisberg was an American screenwriter, producer, and director known for his work on mid-20th-century films, particularly in the adventure and science fiction genres.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aubrey Wisberg
Target entity description: Aubrey Wisberg was an American screenwriter, producer, and director known for his work on mid-20th-century films, particularly in the adventure and science fiction genres.
  • A. Aubrey Woods
    Aubrey Woods was a British actor best known for his role as Bill the Candy Man in the 1971 film "Willy Wonka & the Chocolate Factory."
  • B. Aubrey Mather
    Aubrey Mather was a British character actor known for his numerous supporting roles in films from the 1930s to the 1950s.
  • C. Aubrey Fitch
    Aubrey Fitch was a U.S. Navy admiral and naval aviator who played a key leadership role in early World War II Pacific carrier operations.
  • D. Aubrey Haynie
    Aubrey Haynie is an American bluegrass and country fiddler and mandolinist known for his virtuosic session work and solo recordings.
  • E. Ayn Robbins
    Ayn Robbins is an American lyricist best known for co-writing the iconic theme song "Gonna Fly Now" from the film Rocky.
  • 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2f3b5b088190a58715779d2c46a6 completed April 14, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb653fedc81908cdd0dde2d3f3329 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc39638688190a57e47b189de841b completed May 7, 2026, 4:53 p.m.
NED2 Entity disambiguation (via description) batch_69fcc450fea881909e3b5bbd96469a8b completed May 7, 2026, 4:56 p.m.
Created at: April 9, 2026, 10:19 p.m.