Triple
T853502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Bloomberg |
E18438
|
entity |
| Predicate | hasChild |
P369
|
FINISHED |
| Object |
Emma Bloomberg
Emma Bloomberg is an American businesswoman and philanthropist, known for her work in education and nonprofit initiatives and as the daughter of billionaire and former New York City mayor Michael Bloomberg.
|
E107570
|
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: Emma Bloomberg | Statement: [Michael Bloomberg, hasChild, Emma Bloomberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emma Bloomberg Context triple: [Michael Bloomberg, hasChild, Emma Bloomberg]
-
A.
Margaret Cuomo
Margaret Cuomo is an American radiologist, author, and health advocate known for her work in cancer prevention and public health education.
-
B.
Jennifer Lynn Siebel
Jennifer Lynn Siebel is an American documentary filmmaker, actor, and advocate for gender equality, best known as the founder of The Representation Project and as the wife of California Governor Gavin Newsom.
-
C.
Victoria Riskin
Victoria Riskin is an American television producer, screenwriter, and former psychologist, known for her work in film and TV as well as for being the daughter of actress Fay Wray and screenwriter Robert Riskin.
-
D.
Mary Quinn Sullivan
Mary Quinn Sullivan was an American art collector and patron who played a key role in the early promotion and institutional support of modern art in the United States.
-
E.
Caroline Bamberger Fuld
Caroline Bamberger Fuld was an American philanthropist whose major charitable work helped establish one of the world’s leading centers for theoretical research, the Institute for Advanced Study in Princeton.
- 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: Emma Bloomberg Triple: [Michael Bloomberg, hasChild, Emma Bloomberg]
Generated description
Emma Bloomberg is an American businesswoman and philanthropist, known for her work in education and nonprofit initiatives and as the daughter of billionaire and former New York City mayor Michael Bloomberg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emma Bloomberg Target entity description: Emma Bloomberg is an American businesswoman and philanthropist, known for her work in education and nonprofit initiatives and as the daughter of billionaire and former New York City mayor Michael Bloomberg.
-
A.
Margaret Cuomo
Margaret Cuomo is an American radiologist, author, and health advocate known for her work in cancer prevention and public health education.
-
B.
Jennifer Lynn Siebel
Jennifer Lynn Siebel is an American documentary filmmaker, actor, and advocate for gender equality, best known as the founder of The Representation Project and as the wife of California Governor Gavin Newsom.
-
C.
Victoria Riskin
Victoria Riskin is an American television producer, screenwriter, and former psychologist, known for her work in film and TV as well as for being the daughter of actress Fay Wray and screenwriter Robert Riskin.
-
D.
Mary Quinn Sullivan
Mary Quinn Sullivan was an American art collector and patron who played a key role in the early promotion and institutional support of modern art in the United States.
-
E.
Caroline Bamberger Fuld
Caroline Bamberger Fuld was an American philanthropist whose major charitable work helped establish one of the world’s leading centers for theoretical research, the Institute for Advanced Study in Princeton.
- 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_69a4938bdd3c8190a954a3c11844d9cf |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac389a44819093396a58d2afa700 |
completed | March 1, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7c71702fc8190a143fe45b228ae24 |
completed | March 4, 2026, 5:45 a.m. |
| NEDg | Description generation | batch_69a7ca67dbc88190b40fd74ad91a4bd6 |
completed | March 4, 2026, 6 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7cb0b497c8190926fce5cc5e99734 |
completed | March 4, 2026, 6:02 a.m. |
Created at: March 1, 2026, 7:39 p.m.