Triple
T4382457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Bloomberg |
E99161
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Susan Brown
Susan Brown is a British-born former wife of American businessman and former New York City mayor Michael Bloomberg, known primarily for her connection to the Bloomberg family.
|
E474123
|
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: Susan Brown | Statement: [Michael Bloomberg, spouse, Susan Brown]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Susan Brown Context triple: [Michael Bloomberg, spouse, Susan Brown]
-
A.
Rachel Brown
Rachel Brown is a central fictional character in the play "Inherit the Wind," portrayed as a conflicted young schoolteacher torn between her religious upbringing and her sympathy for the accused teacher in the evolution trial.
-
B.
Gail Brown
Gail Brown is an American actress and the sister of acclaimed film and television actress Karen Black.
-
C.
Clarissa Brown
Clarissa Brown was the wife of American explorer and soldier Zebulon Pike, known for her connection to his early 19th-century expeditions and military career.
-
D.
Jane Burnham
Jane Burnham is the disaffected teenage daughter in the film "American Beauty," whose strained family relationships and search for identity reflect the movie’s critique of suburban life.
-
E.
Beth Brown
Beth Brown is a screenwriter known for her work on the film "Applause."
- 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: Susan Brown Triple: [Michael Bloomberg, spouse, Susan Brown]
Generated description
Susan Brown is a British-born former wife of American businessman and former New York City mayor Michael Bloomberg, known primarily for her connection to the Bloomberg family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Susan Brown Target entity description: Susan Brown is a British-born former wife of American businessman and former New York City mayor Michael Bloomberg, known primarily for her connection to the Bloomberg family.
-
A.
Rachel Brown
Rachel Brown is a central fictional character in the play "Inherit the Wind," portrayed as a conflicted young schoolteacher torn between her religious upbringing and her sympathy for the accused teacher in the evolution trial.
-
B.
Gail Brown
Gail Brown is an American actress and the sister of acclaimed film and television actress Karen Black.
-
C.
Clarissa Brown
Clarissa Brown was the wife of American explorer and soldier Zebulon Pike, known for her connection to his early 19th-century expeditions and military career.
-
D.
Jane Burnham
Jane Burnham is the disaffected teenage daughter in the film "American Beauty," whose strained family relationships and search for identity reflect the movie’s critique of suburban life.
-
E.
Beth Brown
Beth Brown is a screenwriter known for her work on the film "Applause."
- 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_69b3454ea8f48190a49c2436624d6ef6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352613dd481909e008a8db239a108 |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5c70e6cc8190b447d3bd1f578aae |
completed | March 21, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69be5eb7a20881909177feb6e969af6c |
completed | March 21, 2026, 9:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5f1646588190a8d81316fce477db |
completed | March 21, 2026, 9:04 a.m. |
Created at: March 12, 2026, 11:18 p.m.