Triple
T390488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Florence Nightingale Graham |
E8868
|
entity |
| Predicate | businessPartner |
P282
|
FINISHED |
| Object |
Elizabeth Hubbard
Elizabeth Hubbard was a business associate of Florence Nightingale Graham, better known as Elizabeth Arden, involved in the early development of the cosmetics industry.
|
E50217
|
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: Elizabeth Hubbard | Statement: [Florence Nightingale Graham, businessPartner, Elizabeth Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elizabeth Hubbard Context triple: [Florence Nightingale Graham, businessPartner, Elizabeth Hubbard]
-
A.
Annis Fuller
Annis Fuller is the child of Crystal Eastman, the prominent American lawyer, feminist, and civil liberties advocate.
-
B.
Maria Cotton Mather
Maria Cotton Mather was the mother of the influential New England Puritan minister and writer Cotton Mather.
-
C.
Martha Lyon
Martha Lyon is a landscape architect known for designing the Salem Witch Trials Memorial in Salem, Massachusetts.
-
D.
Roxana Foote Beecher
Roxana Foote Beecher was an American woman of the early 19th century known primarily as the mother of author Harriet Beecher Stowe and as a member of the prominent Beecher family.
-
E.
Elizabeth Howe
Elizabeth Howe was a Massachusetts woman executed for alleged witchcraft during the 1692 Salem witch trials, later recognized as one of its wrongfully accused victims.
- 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: Elizabeth Hubbard Triple: [Florence Nightingale Graham, businessPartner, Elizabeth Hubbard]
Generated description
Elizabeth Hubbard was a business associate of Florence Nightingale Graham, better known as Elizabeth Arden, involved in the early development of the cosmetics industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elizabeth Hubbard Target entity description: Elizabeth Hubbard was a business associate of Florence Nightingale Graham, better known as Elizabeth Arden, involved in the early development of the cosmetics industry.
-
A.
Annis Fuller
Annis Fuller is the child of Crystal Eastman, the prominent American lawyer, feminist, and civil liberties advocate.
-
B.
Maria Cotton Mather
Maria Cotton Mather was the mother of the influential New England Puritan minister and writer Cotton Mather.
-
C.
Martha Lyon
Martha Lyon is a landscape architect known for designing the Salem Witch Trials Memorial in Salem, Massachusetts.
-
D.
Roxana Foote Beecher
Roxana Foote Beecher was an American woman of the early 19th century known primarily as the mother of author Harriet Beecher Stowe and as a member of the prominent Beecher family.
-
E.
Elizabeth Howe
Elizabeth Howe was a Massachusetts woman executed for alleged witchcraft during the 1692 Salem witch trials, later recognized as one of its wrongfully accused victims.
- 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_69a2e7f55c60819097aff65ea2ca2832 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec5d73e881909101308a583c8f13 |
completed | Feb. 28, 2026, 1:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a40ad425a881909eea63c64a683c0f |
completed | March 1, 2026, 9:45 a.m. |
| NEDg | Description generation | batch_69a40b2db7708190a7b0dfb448310ae6 |
completed | March 1, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a40ba273888190b3923d6f5efefd2a |
completed | March 1, 2026, 9:49 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.