Triple
T2034837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wilbur Ross |
E44599
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Hilary Geary Ross
Hilary Geary Ross is an American socialite, philanthropist, and society columnist known for her prominent role in New York and Palm Beach social circles.
|
E248674
|
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: Hilary Geary Ross | Statement: [Wilbur Ross, spouse, Hilary Geary Ross]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hilary Geary Ross Context triple: [Wilbur Ross, spouse, Hilary Geary Ross]
-
A.
Lisa Hartman Black
Lisa Hartman Black is an American actress and singer known for her roles in television series like "Knots Landing" and for her musical collaborations with her husband, country singer Clint Black.
-
B.
Leah Ashley
Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
-
C.
Rose McConnell Long
Rose McConnell Long was an American politician who briefly served as a U.S. Senator from Louisiana, succeeding her assassinated husband Huey P. Long.
-
D.
Lynette Howell Taylor
Lynette Howell Taylor is a British-born film producer known for her work on acclaimed independent and studio films, including the 2018 remake of "A Star Is Born."
-
E.
Pamela West Mulvaney
Pamela West Mulvaney is the wife of American politician and former White House Chief of Staff Mick Mulvaney.
- 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: Hilary Geary Ross Triple: [Wilbur Ross, spouse, Hilary Geary Ross]
Generated description
Hilary Geary Ross is an American socialite, philanthropist, and society columnist known for her prominent role in New York and Palm Beach social circles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hilary Geary Ross Target entity description: Hilary Geary Ross is an American socialite, philanthropist, and society columnist known for her prominent role in New York and Palm Beach social circles.
-
A.
Lisa Hartman Black
Lisa Hartman Black is an American actress and singer known for her roles in television series like "Knots Landing" and for her musical collaborations with her husband, country singer Clint Black.
-
B.
Leah Ashley
Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
-
C.
Rose McConnell Long
Rose McConnell Long was an American politician who briefly served as a U.S. Senator from Louisiana, succeeding her assassinated husband Huey P. Long.
-
D.
Lynette Howell Taylor
Lynette Howell Taylor is a British-born film producer known for her work on acclaimed independent and studio films, including the 2018 remake of "A Star Is Born."
-
E.
Pamela West Mulvaney
Pamela West Mulvaney is the wife of American politician and former White House Chief of Staff Mick Mulvaney.
- 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_69a889159ec481908f9e4472d9f480c7 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb93387488190ac9d8d2746451f2e |
completed | March 7, 2026, 5:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6ae88ad08190a0a638cad2566f2e |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6b9da51c819085beb79a14f5d8b5 |
completed | March 9, 2026, 6:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c2a465c8190a9fe2a465e9ac3f0 |
completed | March 9, 2026, 6:43 a.m. |
Created at: March 4, 2026, 7:39 p.m.