Triple

T1771110
Position Surface form Disambiguated ID Type / Status
Subject Fifty Shades Darker E38875 entity
Predicate starring P1507 FINISHED
Object Eloise Mumford
Eloise Mumford is an American actress known for her supporting role as Kate Kavanagh in the Fifty Shades film series and for her work in both television and independent films.
 E307190 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: Eloise Mumford | Statement: [Fifty Shades Darker, starring, Eloise Mumford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eloise Mumford
Context triple: [Fifty Shades Darker, starring, Eloise Mumford]
  • A. Marian McAlpin
    Marian McAlpin is the conflicted young protagonist of Margaret Atwood’s novel "The Edible Woman," whose growing aversion to food mirrors her anxiety about identity, gender roles, and societal expectations.
  • B. Phyllis Ames
    Phyllis Ames was the wife of Archibald Cox, the prominent American lawyer and Watergate special prosecutor.
  • C. Maud Humphrey
    Maud Humphrey was an American illustrator and commercial artist of the late 19th and early 20th centuries, known for her popular depictions of children and as the mother of actor Humphrey Bogart.
  • D. Myrtle Logue
    Myrtle Logue was the wife of Australian speech therapist Lionel Logue, known for supporting him during his work with King George VI.
  • E. Edith Atwater
    Edith Atwater was an American character actress known for her work in mid-20th-century film, television, and theater.
  • 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: Eloise Mumford
Triple: [Fifty Shades Darker, starring, Eloise Mumford]
Generated description
Eloise Mumford is an American actress known for her supporting role as Kate Kavanagh in the Fifty Shades film series and for her work in both television and independent films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eloise Mumford
Target entity description: Eloise Mumford is an American actress known for her supporting role as Kate Kavanagh in the Fifty Shades film series and for her work in both television and independent films.
  • A. Marian McAlpin
    Marian McAlpin is the conflicted young protagonist of Margaret Atwood’s novel "The Edible Woman," whose growing aversion to food mirrors her anxiety about identity, gender roles, and societal expectations.
  • B. Phyllis Ames
    Phyllis Ames was the wife of Archibald Cox, the prominent American lawyer and Watergate special prosecutor.
  • C. Maud Humphrey
    Maud Humphrey was an American illustrator and commercial artist of the late 19th and early 20th centuries, known for her popular depictions of children and as the mother of actor Humphrey Bogart.
  • D. Myrtle Logue
    Myrtle Logue was the wife of Australian speech therapist Lionel Logue, known for supporting him during his work with King George VI.
  • E. Edith Atwater
    Edith Atwater was an American character actress known for her work in mid-20th-century film, television, and theater.
  • 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_69a8862e61708190af97b9838cc3f5de completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa648fe908819098fd27b74b17fabb completed March 6, 2026, 5:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b030e23ea081909737f5fd2d3c8dfb completed March 10, 2026, 2:55 p.m.
NEDg Description generation batch_69b03223d4cc8190b8755099ea771fd6 completed March 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69b03437b4d081908c02c01a4dd665b1 completed March 10, 2026, 3:09 p.m.
Created at: March 4, 2026, 7:31 p.m.