Triple

T23226789
Position Surface form Disambiguated ID Type / Status
Subject The Big Broadcast of 1936 E581036 entity
Predicate screenwriter P2831 FINISHED
Object Francis Martin
Francis Martin was a screenwriter active during Hollywood's early sound era, known for contributing to studio-era musical comedies and variety films.
E1582380 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: Francis Martin | Statement: [The Big Broadcast of 1936, screenwriter, Francis Martin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francis Martin
Context triple: [The Big Broadcast of 1936, screenwriter, Francis Martin]
  • A. Francis James
    Francis James is a relatively obscure individual primarily known through scholarly references by F. J. Raby, with limited widely recognized biographical information available.
  • B. Francis Hamilton
    Francis Hamilton was a Scottish physician, naturalist, and explorer known for his pioneering zoological and botanical studies in India and Nepal in the early 19th century.
  • C. James Guillaume
    James Guillaume was a prominent Swiss anarchist, educator, and close associate of Mikhail Bakunin who played a leading role in the anti-authoritarian wing of the First International.
  • D. Francis Hughes
    Francis Hughes was a Provisional Irish Republican Army volunteer from Northern Ireland who became widely known for dying on hunger strike in the Maze Prison in 1981.
  • E. Francis Robinson
    Francis Robinson is one of the central members of the shipwrecked Robinson family in the 1960 Disney adventure film "Swiss Family Robinson."
  • 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: Francis Martin
Triple: [The Big Broadcast of 1936, screenwriter, Francis Martin]
Generated description
Francis Martin was a screenwriter active during Hollywood's early sound era, known for contributing to studio-era musical comedies and variety films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francis Martin
Target entity description: Francis Martin was a screenwriter active during Hollywood's early sound era, known for contributing to studio-era musical comedies and variety films.
  • A. Francis James
    Francis James is a relatively obscure individual primarily known through scholarly references by F. J. Raby, with limited widely recognized biographical information available.
  • B. Francis Hamilton
    Francis Hamilton was a Scottish physician, naturalist, and explorer known for his pioneering zoological and botanical studies in India and Nepal in the early 19th century.
  • C. James Guillaume
    James Guillaume was a prominent Swiss anarchist, educator, and close associate of Mikhail Bakunin who played a leading role in the anti-authoritarian wing of the First International.
  • D. Francis Hughes
    Francis Hughes was a Provisional Irish Republican Army volunteer from Northern Ireland who became widely known for dying on hunger strike in the Maze Prison in 1981.
  • E. Francis Robinson
    Francis Robinson is one of the central members of the shipwrecked Robinson family in the 1960 Disney adventure film "Swiss Family Robinson."
  • 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_69e246043c48819089bae72c9a9c306c completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f1922f5b4081908145d66ea7534493 completed April 29, 2026, 5:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5db5ec208190a3bd9405d42a7424 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5eca0b688190b868c58dfe1e3cee completed May 19, 2026, 12:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5f2c4dfc819094be3721253e8f11 completed May 19, 2026, 1:01 p.m.
Created at: April 17, 2026, 4:09 p.m.