Triple

T16568996
Position Surface form Disambiguated ID Type / Status
Subject A Walk in the Clouds E402534 entity
Predicate producer P490 FINISHED
Object Gilbert Cates
Gilbert Cates was an American film and television producer and director best known for producing numerous Academy Awards telecasts and several notable feature films.
E1220750 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: Gilbert Cates | Statement: [A Walk in the Clouds, producer, Gilbert Cates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gilbert Cates
Context triple: [A Walk in the Clouds, producer, Gilbert Cates]
  • A. Gary Starkweather
    Gary Starkweather was an American engineer and inventor best known for creating the laser printer while working at Xerox.
  • B. Reginald Denny
    Reginald Denny was an English-born actor and occasional aviator and inventor, best known for his prolific work in early Hollywood films and serials during the 1920s–1940s.
  • C. William Bradford Huie
    William Bradford Huie was an American journalist and author known for his hard-hitting nonfiction books on race, war, and crime, several of which were adapted into films.
  • D. James Carroll Beckwith
    James Carroll Beckwith was an American portrait and genre painter of the late 19th and early 20th centuries, known for his refined academic style and contributions to the New York art scene.
  • E. Walter Chaplinsky
    Walter Chaplinsky was a Jehovah’s Witness whose conviction for using offensive language in public led to the landmark U.S. Supreme Court case Chaplinsky v. New Hampshire, which established the “fighting words” doctrine under the First Amendment.
  • 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: Gilbert Cates
Triple: [A Walk in the Clouds, producer, Gilbert Cates]
Generated description
Gilbert Cates was an American film and television producer and director best known for producing numerous Academy Awards telecasts and several notable feature films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gilbert Cates
Target entity description: Gilbert Cates was an American film and television producer and director best known for producing numerous Academy Awards telecasts and several notable feature films.
  • A. Gary Starkweather
    Gary Starkweather was an American engineer and inventor best known for creating the laser printer while working at Xerox.
  • B. Reginald Denny
    Reginald Denny was an English-born actor and occasional aviator and inventor, best known for his prolific work in early Hollywood films and serials during the 1920s–1940s.
  • C. William Bradford Huie
    William Bradford Huie was an American journalist and author known for his hard-hitting nonfiction books on race, war, and crime, several of which were adapted into films.
  • D. James Carroll Beckwith
    James Carroll Beckwith was an American portrait and genre painter of the late 19th and early 20th centuries, known for his refined academic style and contributions to the New York art scene.
  • E. Walter Chaplinsky
    Walter Chaplinsky was a Jehovah’s Witness whose conviction for using offensive language in public led to the landmark U.S. Supreme Court case Chaplinsky v. New Hampshire, which established the “fighting words” doctrine under the First Amendment.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35773c00c819091731bebc02a69bb completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ee616a0819089b3cdc1da951735 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f9043b8819086143b2ec0cf1657 completed May 10, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00701fc1848190b3248a70b462eab1 completed May 10, 2026, 11:46 a.m.
Created at: April 10, 2026, 5:16 a.m.