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.