Triple
T4382472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Susan Brown |
E99161
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object | Emma 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 Bloomberg | Statement: [Susan Brown, relative, Emma Bloomberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emma Bloomberg Context triple: [Susan Brown, relative, Emma 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.
Emily Dreyfuss
Emily Dreyfuss is an American journalist and writer known for her work on technology, politics, and digital culture for outlets such as WIRED and the Harvard Shorenstein Center.
-
D.
Annie Sulzberger
Annie Sulzberger is a member of the Sulzberger family associated with The New York Times publishing dynasty and the sister of publisher A. G. Sulzberger.
-
E.
Kayte Walsh
Kayte Walsh is a British former flight attendant who is best known as the wife of American actor Kelsey Grammer.
- 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_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_69b6135623888190bf7a4b558ca3e0d4 |
completed | March 15, 2026, 2:03 a.m. |
Created at: March 12, 2026, 11:18 p.m.