Triple
T3900735
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melvil Dewey |
E90480
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Emily McKay Beal
Emily McKay Beal was the second wife of librarian and Dewey Decimal System creator Melvil Dewey, known primarily through her association with his later life and career.
|
E397626
|
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: Emily McKay Beal | Statement: [Melvil Dewey, spouse, Emily McKay Beal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emily McKay Beal Context triple: [Melvil Dewey, spouse, Emily McKay Beal]
-
A.
Grace Gummer
Grace Gummer is an American actress known for her work in film, television, and theater, including roles in series like "Mr. Robot" and "The Newsroom."
-
B.
Madeleine Stowe
Madeleine Stowe is an American actress best known for her film roles in the 1990s, including "The Last of the Mohicans" and "12 Monkeys," and later for her acclaimed television work.
-
C.
Rebecca De Mornay
Rebecca De Mornay is an American actress best known for her roles in films such as "Risky Business," "The Hand That Rocks the Cradle," and numerous other thrillers and dramas.
-
D.
Bella Thornton
Bella Thornton is the daughter of American actor, filmmaker, and musician Billy Bob Thornton.
-
E.
Madelyn Pugh
Madelyn Pugh was an American television writer best known as one of the pioneering female comedy writers in Hollywood and a key creative force behind classic sitcoms.
- 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: Emily McKay Beal Triple: [Melvil Dewey, spouse, Emily McKay Beal]
Generated description
Emily McKay Beal was the second wife of librarian and Dewey Decimal System creator Melvil Dewey, known primarily through her association with his later life and career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emily McKay Beal Target entity description: Emily McKay Beal was the second wife of librarian and Dewey Decimal System creator Melvil Dewey, known primarily through her association with his later life and career.
-
A.
Grace Gummer
Grace Gummer is an American actress known for her work in film, television, and theater, including roles in series like "Mr. Robot" and "The Newsroom."
-
B.
Madeleine Stowe
Madeleine Stowe is an American actress best known for her film roles in the 1990s, including "The Last of the Mohicans" and "12 Monkeys," and later for her acclaimed television work.
-
C.
Rebecca De Mornay
Rebecca De Mornay is an American actress best known for her roles in films such as "Risky Business," "The Hand That Rocks the Cradle," and numerous other thrillers and dramas.
-
D.
Bella Thornton
Bella Thornton is the daughter of American actor, filmmaker, and musician Billy Bob Thornton.
-
E.
Madelyn Pugh
Madelyn Pugh was an American television writer best known as one of the pioneering female comedy writers in Hollywood and a key creative force behind classic sitcoms.
- 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_69aed95d315881908cbf1bf4a7215fbf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecf2f230819099abc109a0b7d916 |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51ca477a081908b7e6d2701833413 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51dc74d6c819082d1cf4c8a5d3aba |
completed | March 14, 2026, 8:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e27ce588190a9aa93f2fd063fad |
completed | March 14, 2026, 8:36 a.m. |
Created at: March 9, 2026, 3:21 p.m.