Triple

T23226789

Position	Surface form	Disambiguated ID	Type / Status
Subject	The Big Broadcast of 1936	`E581036`	entity
Predicate	screenwriter	`P2831`	FINISHED
Object	Francis Martin	`—`	NE NERFINISHED

How this triple was built (3 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.

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 (2 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.

Created at: April 17, 2026, 4:09 p.m.