Triple
T4542659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emma Bloomberg |
E107570
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Christopher Frissora
Christopher Frissora is known as the husband of businesswoman and philanthropist Emma Bloomberg, daughter of former New York City mayor Michael Bloomberg.
|
E488062
|
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: Christopher Frissora | Statement: [Emma Bloomberg, spouse, Christopher Frissora]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Christopher Frissora Context triple: [Emma Bloomberg, spouse, Christopher Frissora]
-
A.
Louis Fraina
Louis Fraina was an Italian-born American Marxist theorist and political activist who was a key early leader in the U.S. communist movement.
-
B.
Anthony Rossomando
Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
-
C.
Roger de Lauria
Roger de Lauria was a renowned 13th-century admiral of the Crown of Aragon, celebrated for his decisive naval victories in the Mediterranean during the War of the Sicilian Vespers.
-
D.
Robert Frasca
Robert Frasca was an American architect known for his influential urban and civic designs, particularly in the Pacific Northwest.
-
E.
Michael Bonfiglio
Michael Bonfiglio is an American filmmaker and documentarian known for directing high-profile nonfiction projects, including the HBO documentary series "George Carlin's American Dream."
- 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: Christopher Frissora Triple: [Emma Bloomberg, spouse, Christopher Frissora]
Generated description
Christopher Frissora is known as the husband of businesswoman and philanthropist Emma Bloomberg, daughter of former New York City mayor Michael Bloomberg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Christopher Frissora Target entity description: Christopher Frissora is known as the husband of businesswoman and philanthropist Emma Bloomberg, daughter of former New York City mayor Michael Bloomberg.
-
A.
Louis Fraina
Louis Fraina was an Italian-born American Marxist theorist and political activist who was a key early leader in the U.S. communist movement.
-
B.
Anthony Rossomando
Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
-
C.
Roger de Lauria
Roger de Lauria was a renowned 13th-century admiral of the Crown of Aragon, celebrated for his decisive naval victories in the Mediterranean during the War of the Sicilian Vespers.
-
D.
Robert Frasca
Robert Frasca was an American architect known for his influential urban and civic designs, particularly in the Pacific Northwest.
-
E.
Michael Bonfiglio
Michael Bonfiglio is an American filmmaker and documentarian known for directing high-profile nonfiction projects, including the HBO documentary series "George Carlin's American Dream."
- 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_69bd43f922788190b7edfa294e39b178 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57d3be988190bf118c4a87415613 |
completed | March 20, 2026, 2:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c36bfb081908d02a52c6e3affa1 |
completed | March 21, 2026, 1:25 p.m. |
| NEDg | Description generation | batch_69be9e2508bc81909f24dd56e01d83fa |
completed | March 21, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9e9b2d5c81908df67c69e7e96619 |
completed | March 21, 2026, 1:35 p.m. |
Created at: March 20, 2026, 1:04 p.m.