Triple
T591116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biltmore Estate |
E17271
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Cornelius Vanderbilt family
The Cornelius Vanderbilt family is a prominent American dynasty that amassed vast wealth during the 19th century through shipping and railroads and became known for its influential role in business, philanthropy, and Gilded Age society.
|
E74348
|
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: Cornelius Vanderbilt family | Statement: [Biltmore Estate, associatedWith, Cornelius Vanderbilt family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cornelius Vanderbilt family Context triple: [Biltmore Estate, associatedWith, Cornelius Vanderbilt family]
-
A.
Astor family
The Astor family is a prominent Anglo-American dynasty that rose to great wealth and influence through real estate, finance, and philanthropy from the 18th century onward.
-
B.
Rockefeller family
The Rockefeller family is a prominent American dynasty known for its vast oil-derived wealth, political influence, and extensive philanthropic and conservation efforts.
-
C.
Frederick William Vanderbilt
Frederick William Vanderbilt was an American railroad executive and member of the prominent Vanderbilt family, known for his immense wealth and opulent Gilded Age estates.
-
D.
Mellon family
The Mellon family is a prominent American dynasty known for its vast banking and industrial fortune, major roles in politics and public service, and extensive philanthropic support of education, science, and the arts.
-
E.
Carnegie family
The Carnegie family is a prominent Scottish noble lineage historically associated with titles such as earls and baronets, most notably linked to the Earls of Southesk and Northesk.
- 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: Cornelius Vanderbilt family Triple: [Biltmore Estate, associatedWith, Cornelius Vanderbilt family]
Generated description
The Cornelius Vanderbilt family is a prominent American dynasty that amassed vast wealth during the 19th century through shipping and railroads and became known for its influential role in business, philanthropy, and Gilded Age society.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cornelius Vanderbilt family Target entity description: The Cornelius Vanderbilt family is a prominent American dynasty that amassed vast wealth during the 19th century through shipping and railroads and became known for its influential role in business, philanthropy, and Gilded Age society.
-
A.
Astor family
The Astor family is a prominent Anglo-American dynasty that rose to great wealth and influence through real estate, finance, and philanthropy from the 18th century onward.
-
B.
Rockefeller family
The Rockefeller family is a prominent American dynasty known for its vast oil-derived wealth, political influence, and extensive philanthropic and conservation efforts.
-
C.
Frederick William Vanderbilt
Frederick William Vanderbilt was an American railroad executive and member of the prominent Vanderbilt family, known for his immense wealth and opulent Gilded Age estates.
-
D.
Mellon family
The Mellon family is a prominent American dynasty known for its vast banking and industrial fortune, major roles in politics and public service, and extensive philanthropic support of education, science, and the arts.
-
E.
Carnegie family
The Carnegie family is a prominent Scottish noble lineage historically associated with titles such as earls and baronets, most notably linked to the Earls of Southesk and Northesk.
- 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_69a49379d09c8190ac7e00b24e2810b1 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49bb8ff0081909cd53d88930e2693 |
completed | March 1, 2026, 8:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a518c44ef0819088048289ed31246f |
completed | March 2, 2026, 4:57 a.m. |
| NEDg | Description generation | batch_69a5194215848190874442451c32a10b |
completed | March 2, 2026, 4:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a519d2e46881909d00ff279bd4a13e |
completed | March 2, 2026, 5:02 a.m. |
Created at: March 1, 2026, 7:33 p.m.