Triple

T2128121
Position Surface form Disambiguated ID Type / Status
Subject Gertrude Stein E46470 entity
Predicate partner P1136 FINISHED
Object Alice B. Toklas
Alice B. Toklas was an American-born member of the Parisian avant-garde best known as Gertrude Stein’s lifelong companion, literary muse, and the author of the influential "The Alice B. Toklas Cook Book."
E237765 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: Alice B. Toklas | Statement: [Gertrude Stein, partner, Alice B. Toklas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alice B. Toklas
Context triple: [Gertrude Stein, partner, Alice B. Toklas]
  • A. Sylvia Beach
    Sylvia Beach was an American-born bookseller and publisher in Paris best known for founding the Shakespeare and Company bookstore and first publishing James Joyce’s *Ulysses*.
  • B. Gertrude Stein
    Gertrude Stein was an American modernist writer and art collector known for her experimental prose and for hosting an influential Paris salon that nurtured artists and authors such as Ernest Hemingway and Pablo Picasso.
  • C. Muriel McBrien Kauffman
    Muriel McBrien Kauffman was an American philanthropist and arts patron whose support for culture and the performing arts left a lasting legacy in Kansas City.
  • D. Satie Gossett
    Satie Gossett is an American filmmaker and the son of Academy Award–winning actor Louis Gossett Jr.
  • E. Djuna Barnes
    Djuna Barnes was an American modernist writer, journalist, and artist best known for her avant-garde novel "Nightwood" and her central role in the bohemian literary circles of early 20th-century Paris.
  • 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: Alice B. Toklas
Triple: [Gertrude Stein, partner, Alice B. Toklas]
Generated description
Alice B. Toklas was an American-born member of the Parisian avant-garde best known as Gertrude Stein’s lifelong companion, literary muse, and the author of the influential "The Alice B. Toklas Cook Book."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alice B. Toklas
Target entity description: Alice B. Toklas was an American-born member of the Parisian avant-garde best known as Gertrude Stein’s lifelong companion, literary muse, and the author of the influential "The Alice B. Toklas Cook Book."
  • A. Sylvia Beach
    Sylvia Beach was an American-born bookseller and publisher in Paris best known for founding the Shakespeare and Company bookstore and first publishing James Joyce’s *Ulysses*.
  • B. Gertrude Stein
    Gertrude Stein was an American modernist writer and art collector known for her experimental prose and for hosting an influential Paris salon that nurtured artists and authors such as Ernest Hemingway and Pablo Picasso.
  • C. Muriel McBrien Kauffman
    Muriel McBrien Kauffman was an American philanthropist and arts patron whose support for culture and the performing arts left a lasting legacy in Kansas City.
  • D. Satie Gossett
    Satie Gossett is an American filmmaker and the son of Academy Award–winning actor Louis Gossett Jr.
  • E. Djuna Barnes
    Djuna Barnes was an American modernist writer, journalist, and artist best known for her avant-garde novel "Nightwood" and her central role in the bohemian literary circles of early 20th-century Paris.
  • 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb75033881909b16659fc73945ef completed March 7, 2026, 5:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51a36398819081df18cc18bc3456 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae528634608190bf10e3abf5a2c2d9 completed March 9, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae536431bc8190b9f293d74046cb27 completed March 9, 2026, 4:58 a.m.
Created at: March 4, 2026, 7:44 p.m.