Triple
T2403328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elizabeth Hubbard |
E50217
|
entity |
| Predicate | businessPartner |
P282
|
FINISHED |
| Object | Florence Nightingale Graham |
E8868
|
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: Florence Nightingale Graham | Statement: [Elizabeth Hubbard, businessPartner, Florence Nightingale Graham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florence Nightingale Graham Context triple: [Elizabeth Hubbard, businessPartner, Florence Nightingale Graham]
-
A.
Florence Nightingale Graham
chosen
Florence Nightingale Graham, better known as Elizabeth Arden, was a pioneering Canadian-American businesswoman who built a global cosmetics empire and helped shape the modern beauty industry.
-
B.
Frances Nightingale
Frances Nightingale was a member of Florence Nightingale’s family, known primarily for her close familial connection to the pioneering nurse and social reformer.
-
C.
William Edward Nightingale
William Edward Nightingale was an English landowner and reform-minded gentleman best known as the father of pioneering nurse and statistician Florence Nightingale.
-
D.
Edwin Horatio Seacole
Edwin Horatio Seacole was the husband of pioneering Jamaican-British nurse and businesswoman Mary Seacole, known for supporting her during her early life and ventures.
-
E.
Mary Seacole
Mary Seacole was a pioneering 19th-century Jamaican-British nurse and businesswoman renowned for providing medical care to soldiers and civilians during the Crimean War and for challenging racial and gender barriers in medicine.
- 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_69a88b0339a88190a1207333cd271cc9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc8f8aa2881909192920ee394f0b3 |
completed | March 7, 2026, 6:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3e554c08190b5268c41ab34f4d9 |
completed | March 9, 2026, 11:49 a.m. |
Created at: March 4, 2026, 7:58 p.m.