Triple

T5713061
Position Surface form Disambiguated ID Type / Status
Subject Miss Lulu Bett (1921 film) E125954 entity
Predicate stars P1956 FINISHED
Object Helen Ferguson
Helen Ferguson was an American silent film actress prominent in the 1910s and 1920s who later became a successful Hollywood publicist.
E678273 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: Helen Ferguson | Statement: [Miss Lulu Bett (1921 film), stars, Helen Ferguson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helen Ferguson
Context triple: [Miss Lulu Bett (1921 film), stars, Helen Ferguson]
  • A. Helen Ferguson
    Helen Ferguson is a secondary character in Ernest Hemingway's novel "A Farewell to Arms," serving as Catherine Barkley's protective friend and a skeptical observer of her relationship with Frederic Henry.
  • B. Helen Hughes
    Helen Hughes was a daughter of Charles Evans Hughes, the prominent American statesman who served as both U.S. Secretary of State and Chief Justice of the Supreme Court.
  • C. Helen Marshall
    Helen Marshall is a British academic leader and higher education administrator who has served as Vice-Chancellor of the University of Salford.
  • D. Helen Wright
    Helen Wright is a wealthy, emotionally volatile socialite who becomes romantically entangled with a young violin prodigy in the film "Humoresque."
  • E. Helen Humes
    Helen Humes was an American jazz and blues singer known for her work with Count Basie’s orchestra and her versatile, swinging vocal style.
  • 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: Helen Ferguson
Triple: [Miss Lulu Bett (1921 film), stars, Helen Ferguson]
Generated description
Helen Ferguson was an American silent film actress prominent in the 1910s and 1920s who later became a successful Hollywood publicist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helen Ferguson
Target entity description: Helen Ferguson was an American silent film actress prominent in the 1910s and 1920s who later became a successful Hollywood publicist.
  • A. Helen Ferguson
    Helen Ferguson is a secondary character in Ernest Hemingway's novel "A Farewell to Arms," serving as Catherine Barkley's protective friend and a skeptical observer of her relationship with Frederic Henry.
  • B. Helen Hughes
    Helen Hughes was a daughter of Charles Evans Hughes, the prominent American statesman who served as both U.S. Secretary of State and Chief Justice of the Supreme Court.
  • C. Helen Marshall
    Helen Marshall is a British academic leader and higher education administrator who has served as Vice-Chancellor of the University of Salford.
  • D. Helen Wright
    Helen Wright is a wealthy, emotionally volatile socialite who becomes romantically entangled with a young violin prodigy in the film "Humoresque."
  • E. Helen Humes
    Helen Humes was an American jazz and blues singer known for her work with Count Basie’s orchestra and her versatile, swinging vocal style.
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024b5205c8190aaab291a6e485ec1 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870539eb08190936adcfbab395654 completed March 29, 2026, 12:20 a.m.
NEDg Description generation batch_69c87172c38881908ad11a9832bc2c63 completed March 29, 2026, 12:25 a.m.
NED2 Entity disambiguation (via description) batch_69c871f6cc5881909a0c65beaf713144 completed March 29, 2026, 12:27 a.m.
Created at: March 22, 2026, 3:46 p.m.