Triple
T2034839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wilbur Ross |
E44599
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Judith Nodine
Judith Nodine is known as the former spouse of American investor and former U.S. Secretary of Commerce Wilbur Ross.
|
E286508
|
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: Judith Nodine | Statement: [Wilbur Ross, spouse, Judith Nodine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Judith Nodine Context triple: [Wilbur Ross, spouse, Judith Nodine]
-
A.
Linda Arvidson
Linda Arvidson was an early American silent film actress and writer, best known for her work in pioneering films of the 1900s and her association with director D. W. Griffith.
-
B.
Joan A. Brennecke
Joan A. Brennecke is a prominent chemical engineer renowned for her pioneering research on ionic liquids and sustainable chemical processes, recognized as one of the leading figures in green chemistry.
-
C.
Karen E. Spilka
Karen E. Spilka is an American politician and attorney who serves as President of the Massachusetts Senate and represents the MetroWest region in the state legislature.
-
D.
Judith A. McHale
Judith A. McHale is an American lawyer, former Discovery Communications executive, and former U.S. Under Secretary of State for Public Diplomacy and Public Affairs.
-
E.
Barbara Heinzen
Barbara Heinzen was the wife of William Colby, the former Director of Central Intelligence of the United States.
- 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: Judith Nodine Triple: [Wilbur Ross, spouse, Judith Nodine]
Generated description
Judith Nodine is known as the former spouse of American investor and former U.S. Secretary of Commerce Wilbur Ross.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Judith Nodine Target entity description: Judith Nodine is known as the former spouse of American investor and former U.S. Secretary of Commerce Wilbur Ross.
-
A.
Linda Arvidson
Linda Arvidson was an early American silent film actress and writer, best known for her work in pioneering films of the 1900s and her association with director D. W. Griffith.
-
B.
Joan A. Brennecke
Joan A. Brennecke is a prominent chemical engineer renowned for her pioneering research on ionic liquids and sustainable chemical processes, recognized as one of the leading figures in green chemistry.
-
C.
Karen E. Spilka
Karen E. Spilka is an American politician and attorney who serves as President of the Massachusetts Senate and represents the MetroWest region in the state legislature.
-
D.
Judith A. McHale
Judith A. McHale is an American lawyer, former Discovery Communications executive, and former U.S. Under Secretary of State for Public Diplomacy and Public Affairs.
-
E.
Barbara Heinzen
Barbara Heinzen was the wife of William Colby, the former Director of Central Intelligence of the United States.
- 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_69af989af058819082c35bee706d0ea0 |
completed | March 10, 2026, 4:05 a.m. |
| NEDg | Description generation | batch_69af99d25a1c81908061ebf996e4f470 |
completed | March 10, 2026, 4:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a94473c8190b97cedd374d9b032 |
completed | March 10, 2026, 4:14 a.m. |
Created at: March 4, 2026, 7:39 p.m.