Triple
T10902617
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wayne Huizenga |
E257483
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Joyce Vander Wagen
Joyce Vander Wagen is the former wife of American billionaire businessman and entrepreneur Wayne Huizenga.
|
E1085419
|
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: Joyce Vander Wagen | Statement: [Wayne Huizenga, spouse, Joyce Vander Wagen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joyce Vander Wagen Context triple: [Wayne Huizenga, spouse, Joyce Vander Wagen]
-
A.
Joyce Vogel
Joyce Vogel is an individual notable enough to be recognized as a significant bearer of the surname Vogel.
-
B.
Joyce Johnston
Joyce Johnston is known as the wife of American record producer Bob Johnston, who worked with major artists such as Bob Dylan and Johnny Cash.
-
C.
Joyce Heath
Joyce Heath is the troubled, self-destructive former stage star at the center of the 1935 Bette Davis film "Dangerous."
-
D.
Joyce Hunt
Joyce Hunt is the wife of British politician John Hunt, Baron Hunt, and a member of the UK political peer’s family.
-
E.
Joyce Howard
Joyce Howard was a British actress and writer known for her film and stage work in the 1940s.
- 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: Joyce Vander Wagen Triple: [Wayne Huizenga, spouse, Joyce Vander Wagen]
Generated description
Joyce Vander Wagen is the former wife of American billionaire businessman and entrepreneur Wayne Huizenga.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joyce Vander Wagen Target entity description: Joyce Vander Wagen is the former wife of American billionaire businessman and entrepreneur Wayne Huizenga.
-
A.
Joyce Vogel
Joyce Vogel is an individual notable enough to be recognized as a significant bearer of the surname Vogel.
-
B.
Joyce Johnston
Joyce Johnston is known as the wife of American record producer Bob Johnston, who worked with major artists such as Bob Dylan and Johnny Cash.
-
C.
Joyce Heath
Joyce Heath is the troubled, self-destructive former stage star at the center of the 1935 Bette Davis film "Dangerous."
-
D.
Joyce Hunt
Joyce Hunt is the wife of British politician John Hunt, Baron Hunt, and a member of the UK political peer’s family.
-
E.
Joyce Howard
Joyce Howard was a British actress and writer known for her film and stage work in the 1940s.
- 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_69d6aa8550c8819095508a2ed9acf3db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d761a4e9d48190b107839761a2152b |
completed | April 9, 2026, 8:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd191f84bc819096d6cc6167732a98 |
completed | May 7, 2026, 10:58 p.m. |
| NEDg | Description generation | batch_69fd1ba3ab388190989f7ce32b7eb936 |
completed | May 7, 2026, 11:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd1dc50944819082834db63e6da093 |
completed | May 7, 2026, 11:18 p.m. |
Created at: April 8, 2026, 9:22 p.m.