Triple
T15632461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nucky Thompson |
E375848
|
entity |
| Predicate | hasSpouse |
P13
|
FINISHED |
| Object |
Margaret Schroeder
Margaret Schroeder is a central character in the television series "Boardwalk Empire," known as an Irish immigrant who becomes deeply involved in Atlantic City politics and the life of corrupt treasurer Nucky Thompson.
|
E1362079
|
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: Margaret Schroeder | Statement: [Nucky Thompson, hasSpouse, Margaret Schroeder]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margaret Schroeder Context triple: [Nucky Thompson, hasSpouse, Margaret Schroeder]
-
A.
Margaret Heidenry
Margaret Heidenry is a screenwriter best known for her work on the animated Disney sequel "Cinderella III: A Twist in Time."
-
B.
Margaret Shepard
Margaret Shepard was a member of the prominent Vanderbilt family, known as the daughter of Margaret Louisa Vanderbilt Shepard and part of the influential American Gilded Age elite.
-
C.
Margaret Wagner
Margaret Wagner is known primarily as a member of the Wagner family, the daughter of prominent American politician Robert Ferdinand Wagner.
-
D.
Mary M. Schroeder
Mary M. Schroeder is an American jurist who served as a judge, and later chief judge, on the U.S. Court of Appeals for the Ninth Circuit.
-
E.
Margaret Lindauer
Margaret Lindauer is an individual notable enough to be recognized as a prominent bearer of the surname Lindauer.
- 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: Margaret Schroeder Triple: [Nucky Thompson, hasSpouse, Margaret Schroeder]
Generated description
Margaret Schroeder is a central character in the television series "Boardwalk Empire," known as an Irish immigrant who becomes deeply involved in Atlantic City politics and the life of corrupt treasurer Nucky Thompson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margaret Schroeder Target entity description: Margaret Schroeder is a central character in the television series "Boardwalk Empire," known as an Irish immigrant who becomes deeply involved in Atlantic City politics and the life of corrupt treasurer Nucky Thompson.
-
A.
Margaret Heidenry
Margaret Heidenry is a screenwriter best known for her work on the animated Disney sequel "Cinderella III: A Twist in Time."
-
B.
Margaret Shepard
Margaret Shepard was a member of the prominent Vanderbilt family, known as the daughter of Margaret Louisa Vanderbilt Shepard and part of the influential American Gilded Age elite.
-
C.
Margaret Wagner
Margaret Wagner is known primarily as a member of the Wagner family, the daughter of prominent American politician Robert Ferdinand Wagner.
-
D.
Mary M. Schroeder
Mary M. Schroeder is an American jurist who served as a judge, and later chief judge, on the U.S. Court of Appeals for the Ninth Circuit.
-
E.
Margaret Lindauer
Margaret Lindauer is an individual notable enough to be recognized as a prominent bearer of the surname Lindauer.
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04eb7338881909f3c430bb73f91d1 |
completed | April 16, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f89123f0819086f3aeef4c309f63 |
completed | May 15, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_6a06f9666b2081908c02f7e0d63345d1 |
completed | May 15, 2026, 10:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f9efad4c81908415dc4b56a38ddc |
completed | May 15, 2026, 10:48 a.m. |
Created at: April 10, 2026, 4:14 a.m.