Triple

T5190868
Position Surface form Disambiguated ID Type / Status
Subject Stephen Graham E117148 entity
Predicate spouse P13 FINISHED
Object Hannah Walters
Hannah Walters is a British actress and producer known for her work in film and television and for being married to actor Stephen Graham.
 E501721 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Hannah Walters | Statement: [Stephen Graham, spouse, Hannah Walters]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hannah Walters
Context triple: [Stephen Graham, spouse, Hannah Walters]
  • A. Hannah Hudson
    Hannah Hudson was the wife of colonial Massachusetts governor and Harvard College president John Leverett, known primarily through her association with his prominent political and academic career in early 18th-century New England.
  • B. Hannah Davis
    Hannah Davis, now known as Hannah Jeter, is an American fashion model and television host best known for her work with Sports Illustrated Swimsuit Issue and for being married to former MLB star Derek Jeter.
  • C. Hannah Sullivan
    Hannah Sullivan is a contemporary British poet and academic whose debut collection "Three Poems" won widespread acclaim for its innovative, formally adventurous exploration of modern life.
  • D. Hannah Smith
    Hannah Smith is an individual known primarily as the sister of Sophia Smith.
  • E. Hannah Jane Shepard
    Hannah Jane Shepard is the daughter of the late American playwright and actor Sam Shepard and actress Jessica Lange.
  • 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: Hannah Walters
Target entity description: Hannah Walters is a British actress and producer known for her work in film and television and for being married to actor Stephen Graham.
  • A. Hannah Hudson
    Hannah Hudson was the wife of colonial Massachusetts governor and Harvard College president John Leverett, known primarily through her association with his prominent political and academic career in early 18th-century New England.
  • B. Hannah Davis
    Hannah Davis, now known as Hannah Jeter, is an American fashion model and television host best known for her work with Sports Illustrated Swimsuit Issue and for being married to former MLB star Derek Jeter.
  • C. Hannah Sullivan
    Hannah Sullivan is a contemporary British poet and academic whose debut collection "Three Poems" won widespread acclaim for its innovative, formally adventurous exploration of modern life.
  • D. Hannah Smith
    Hannah Smith is an individual known primarily as the sister of Sophia Smith.
  • E. Hannah Jane Shepard
    Hannah Jane Shepard is the daughter of the late American playwright and actor Sam Shepard and actress Jessica Lange.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Hannah Walters
Triple: [Stephen Graham, spouse, Hannah Walters]
Generated description
Hannah Walters is a British actress and producer known for her work in film and television and for being married to actor Stephen Graham.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69bd44620ff48190bcac01782107a397 elicitation completed
NER batch_69bd79ebbfd081909a19b903c227fc1f ner completed
NED1 batch_69bee09146788190bfaac25a31e76ab5 ned_source_triple completed
NED2 batch_69bee372a2948190abd3ca95c3c2f01b ned_description completed
NEDg batch_69bee2f57b588190a7c7f1e932281911 nedg completed
Created at: March 20, 2026, 1:46 p.m.