Triple
T21970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Autobiography of Andrew Carnegie |
E437
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Andrew Carnegie |
E24
|
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: Andrew Carnegie | Statement: [Autobiography of Andrew Carnegie, author, Andrew Carnegie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Carnegie Context triple: [Autobiography of Andrew Carnegie, author, Andrew Carnegie]
-
A.
Andrew Carnegie
chosen
Andrew Carnegie was a Scottish-American industrialist and philanthropist who led the expansion of the U.S. steel industry in the late 19th century and became one of history’s most prominent benefactors of education and science.
-
B.
David Carnegie
David Carnegie is a Scottish-born industrialist and philanthropist from the prominent Carnegie family, known for his business ventures and charitable activities.
-
C.
John D. Rockefeller
John D. Rockefeller was an American oil magnate and philanthropist who founded Standard Oil and became one of the wealthiest individuals in modern history.
-
D.
Henry Clay Frick
Henry Clay Frick was an American industrialist and financier best known for his leadership in the steel and coke industries and his role in the development of Carnegie Steel.
-
E.
Cornelius Vanderbilt
Cornelius Vanderbilt was a 19th-century American business magnate who built a vast fortune in shipping and railroads, becoming one of the wealthiest and most influential figures of the Gilded Age.
- 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_69a243b4ac2c8190b93c303df797b7b2 |
completed | Feb. 28, 2026, 1:24 a.m. |
| NER | Named-entity recognition | batch_69a2466ab310819091842a0ea9fd25de |
completed | Feb. 28, 2026, 1:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a32f24e3888190b99dd0eb4b18db4a |
completed | Feb. 28, 2026, 6:08 p.m. |
Created at: Feb. 28, 2026, 1:34 a.m.