Triple

T14568617
Position Surface form Disambiguated ID Type / Status
Subject Maisie Williams E341853 entity
Predicate birthName P65 FINISHED
Object Margaret Constance Williams
Margaret Constance Williams, better known as Maisie Williams, is an English actress widely recognized for her role as Arya Stark in the television series Game of Thrones.
E1213551 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: Margaret Constance Williams | Statement: [Maisie Williams, birthName, Margaret Constance Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Constance Williams
Context triple: [Maisie Williams, birthName, Margaret Constance Williams]
  • A. Margaret Williams
    Margaret Williams is a fictional character from the classic American television sitcom "Make Room for Daddy" (also known as "The Danny Thomas Show").
  • B. Margaret Watson
    Margaret Watson is a fictional character portrayed by American actress and consumer advocate Betty Furness.
  • C. Margaret Hughes
    Margaret Hughes is a historical figure best known as one of the first professional English actresses to perform on the public stage in the 17th century.
  • D. Margaret Whitton
    Margaret Whitton was an American actress and director best known for her comedic film roles in the 1980s and 1990s, particularly in sports comedies.
  • E. Margaret Francis
    Margaret Francis was the mother of Peggy Shippen, the Philadelphia socialite who became the second wife of American Revolutionary War general-turned-traitor Benedict Arnold.
  • 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: Margaret Constance Williams
Triple: [Maisie Williams, birthName, Margaret Constance Williams]
Generated description
Margaret Constance Williams, better known as Maisie Williams, is an English actress widely recognized for her role as Arya Stark in the television series Game of Thrones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Constance Williams
Target entity description: Margaret Constance Williams, better known as Maisie Williams, is an English actress widely recognized for her role as Arya Stark in the television series Game of Thrones.
  • A. Margaret Williams
    Margaret Williams is a fictional character from the classic American television sitcom "Make Room for Daddy" (also known as "The Danny Thomas Show").
  • B. Margaret Watson
    Margaret Watson is a fictional character portrayed by American actress and consumer advocate Betty Furness.
  • C. Margaret Hughes
    Margaret Hughes is a historical figure best known as one of the first professional English actresses to perform on the public stage in the 17th century.
  • D. Margaret Whitton
    Margaret Whitton was an American actress and director best known for her comedic film roles in the 1980s and 1990s, particularly in sports comedies.
  • E. Margaret Francis
    Margaret Francis was the mother of Peggy Shippen, the Philadelphia socialite who became the second wife of American Revolutionary War general-turned-traitor Benedict Arnold.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb38d89fc819086709fd3607b835f completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a004568c93c81908450887f72de8466 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a0045c351f481908368f6bcab56851e completed May 10, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_6a00465f66608190af8f07eba3f28f85 completed May 10, 2026, 8:48 a.m.
Created at: April 10, 2026, 1:23 a.m.