Triple
T10296068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Duffield |
E241490
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Cheryl Duffield
Cheryl Duffield is known as the wife of American billionaire software entrepreneur and philanthropist David Duffield.
|
E918412
|
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: Cheryl Duffield | Statement: [David Duffield, spouse, Cheryl Duffield]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheryl Duffield Context triple: [David Duffield, spouse, Cheryl Duffield]
-
A.
Cheryl Warren
Cheryl Warren is the wife of longtime Republican U.S. Congressman Jim Sensenbrenner.
-
B.
Cheryl Kennedy
Cheryl Kennedy is a British actress known for her work in theatre and television, and for her former marriage to actor Tom Courtenay.
-
C.
Maree Cheatham
Maree Cheatham is an American actress best known for her long-running roles in daytime soap operas and recurring appearances in film and television comedies.
-
D.
Rochelle Humes
Rochelle Humes is a British singer, television presenter, and entrepreneur best known as a member of the girl group The Saturdays and for hosting various UK TV shows.
-
E.
Cheryl Johnson
Cheryl Johnson is the wife of American sportscaster Ernie Johnson Jr., known for her long-standing support of his broadcasting career and their family.
- 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: Cheryl Duffield Triple: [David Duffield, spouse, Cheryl Duffield]
Generated description
Cheryl Duffield is known as the wife of American billionaire software entrepreneur and philanthropist David Duffield.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheryl Duffield Target entity description: Cheryl Duffield is known as the wife of American billionaire software entrepreneur and philanthropist David Duffield.
-
A.
Cheryl Warren
Cheryl Warren is the wife of longtime Republican U.S. Congressman Jim Sensenbrenner.
-
B.
Cheryl Kennedy
Cheryl Kennedy is a British actress known for her work in theatre and television, and for her former marriage to actor Tom Courtenay.
-
C.
Maree Cheatham
Maree Cheatham is an American actress best known for her long-running roles in daytime soap operas and recurring appearances in film and television comedies.
-
D.
Rochelle Humes
Rochelle Humes is a British singer, television presenter, and entrepreneur best known as a member of the girl group The Saturdays and for hosting various UK TV shows.
-
E.
Cheryl Johnson
Cheryl Johnson is the wife of American sportscaster Ernie Johnson Jr., known for her long-standing support of his broadcasting career and their family.
- 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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2ea9b3c8190b11518b259d5825c |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e525100e108190b4f6949695c7156e |
completed | April 19, 2026, 6:55 p.m. |
| NEDg | Description generation | batch_69e52a78951c8190923711067cf4e7e5 |
completed | April 19, 2026, 7:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5319b6ef0819096debabfb6ffbe70 |
completed | April 19, 2026, 7:48 p.m. |
Created at: April 6, 2026, 11:43 a.m.