Triple
T7449040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duchess of Marlborough |
E171958
|
entity |
| Predicate | notableTitleHolder |
P1918
|
FINISHED |
| Object | Consuelo Vanderbilt, Duchess of Marlborough |
E30827
|
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: Consuelo Vanderbilt, Duchess of Marlborough | Statement: [Duchess of Marlborough, notableTitleHolder, Consuelo Vanderbilt, Duchess of Marlborough]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Consuelo Vanderbilt, Duchess of Marlborough Context triple: [Duchess of Marlborough, notableTitleHolder, Consuelo Vanderbilt, Duchess of Marlborough]
-
A.
Consuelo Vanderbilt
chosen
Consuelo Vanderbilt was a prominent American socialite and heiress of the Gilded Age whose marriage into the British aristocracy made her the Duchess of Marlborough and a symbol of the era’s transatlantic “dollar princesses.”
-
B.
Cathleen Vanderbilt
Cathleen Vanderbilt was an American socialite and heiress from the prominent Vanderbilt family in the early 20th century.
-
C.
Duchess Consuelo of Marlborough
Duchess Consuelo of Marlborough was an American-born socialite and heiress whose high-profile marriage into the British aristocracy made her a leading figure of the Gilded Age and Edwardian society.
-
D.
Charlotte Augusta Astor
Charlotte Augusta Astor was a member of the prominent American Astor family, known for its immense wealth and influence during the 19th and early 20th centuries.
-
E.
Ava Alice Muriel Astor
Ava Alice Muriel Astor was an American socialite and heiress of the prominent Astor family in the early 20th century.
- 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_69c68a65402881908f7869368eb746fb |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f389ddd48190a4b8753c67220c4f |
completed | March 27, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c87067b98081908439af85623a97ea |
completed | March 29, 2026, 12:20 a.m. |
Created at: March 27, 2026, 3:14 p.m.