Triple

T5142726
Position Surface form Disambiguated ID Type / Status
Subject Bruce Willis E115996 entity
Predicate spouse P13 FINISHED
Object Emma Heming Willis
Emma Heming Willis is a British-American model and entrepreneur best known as the wife of actor Bruce Willis and for her advocacy around dementia awareness and caregiving.
E499894 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: Emma Heming Willis | Statement: [Bruce Willis, spouse, Emma Heming Willis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emma Heming Willis
Context triple: [Bruce Willis, spouse, Emma Heming Willis]
  • A. 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.
  • B. Emily Willans
    Emily Willans was the mother of British Prime Minister Herbert Henry Asquith and a member of the Victorian-era English middle class.
  • C. Mary Spencer Hull
    Mary Spencer Hull was the wife of Sir William Phips, the first royal governor of the Province of Massachusetts Bay during the late 17th century.
  • D. Eleanor Garnier Hewitt
    Eleanor Garnier Hewitt was an American art patron and collector who, with her sisters, played a key role in establishing what became the Cooper Hewitt Smithsonian Design Museum in New York City.
  • E. Elizabeth Mills Reid
    Elizabeth Mills Reid was an American philanthropist and social leader of the late 19th and early 20th centuries, noted for her charitable work and influence in New York and international society.
  • 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: Emma Heming Willis
Triple: [Bruce Willis, spouse, Emma Heming Willis]
Generated description
Emma Heming Willis is a British-American model and entrepreneur best known as the wife of actor Bruce Willis and for her advocacy around dementia awareness and caregiving.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emma Heming Willis
Target entity description: Emma Heming Willis is a British-American model and entrepreneur best known as the wife of actor Bruce Willis and for her advocacy around dementia awareness and caregiving.
  • A. 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.
  • B. Emily Willans
    Emily Willans was the mother of British Prime Minister Herbert Henry Asquith and a member of the Victorian-era English middle class.
  • C. Mary Spencer Hull
    Mary Spencer Hull was the wife of Sir William Phips, the first royal governor of the Province of Massachusetts Bay during the late 17th century.
  • D. Eleanor Garnier Hewitt
    Eleanor Garnier Hewitt was an American art patron and collector who, with her sisters, played a key role in establishing what became the Cooper Hewitt Smithsonian Design Museum in New York City.
  • E. Elizabeth Mills Reid
    Elizabeth Mills Reid was an American philanthropist and social leader of the late 19th and early 20th centuries, noted for her charitable work and influence in New York and international society.
  • 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_69bd4446c0e08190a7c29dc74976bf03 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd787ff1c081909a6954aa76e12cbf completed March 20, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed91e4ab88190827a77b0a356b7c3 completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69beda884bf48190a2d2b88b707609fc completed March 21, 2026, 5:51 p.m.
NED2 Entity disambiguation (via description) batch_69bedadb77dc81909604133f25977f35 completed March 21, 2026, 5:52 p.m.
Created at: March 20, 2026, 1:43 p.m.