Triple
T4542628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emma Bloomberg |
E107570
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | Emma Beth Bloomberg |
E107570
|
NE FINISHED |
How this triple was built (2 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 Beth Bloomberg | Statement: [Emma Bloomberg, fullName, Emma Beth Bloomberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emma Beth Bloomberg Context triple: [Emma Bloomberg, fullName, Emma Beth Bloomberg]
-
A.
Emma Bloomberg
chosen
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.
-
B.
Georgina Bloomberg
Georgina Bloomberg is an American equestrian, animal welfare advocate, and philanthropist, known both for her competitive show jumping career and as the daughter of billionaire businessman and former New York City mayor Michael Bloomberg.
-
C.
Arabella Rose Kushner
Arabella Rose Kushner is the daughter of Ivanka Trump and Jared Kushner, known publicly as a member of the Trump family.
-
D.
Betsy Gotbaum
Betsy Gotbaum is an American public official and politician who served as New York City's Public Advocate in the early 2000s, acting as a citywide watchdog and ombudsman.
-
E.
Christine Hearst Schwarzman
Christine Hearst Schwarzman is an American lawyer and philanthropist known for her marriage to Blackstone co-founder Stephen A. Schwarzman and her involvement in various cultural and charitable organizations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bdb92eeaf081909a868825e3a878c7 |
completed | March 20, 2026, 9:16 p.m. |
Created at: March 20, 2026, 1:04 p.m.