Triple
T1246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew Carnegie |
E24
|
entity |
| Predicate | authored |
P80
|
FINISHED |
| Object |
Autobiography of Andrew Carnegie
Autobiography of Andrew Carnegie is the self-written life story of the Scottish-American industrialist and philanthropist, detailing his rise from poverty to becoming one of the wealthiest men of his era and his philosophy of giving away his fortune.
|
E437
|
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: Autobiography of Andrew Carnegie | Statement: [Andrew Carnegie, authored, Autobiography of Andrew Carnegie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Autobiography of Andrew Carnegie Context triple: [Andrew Carnegie, authored, Autobiography of Andrew Carnegie]
-
A.
The Gospel of Wealth
The Gospel of Wealth is an 1889 essay by industrialist Andrew Carnegie that argues the rich have a moral obligation to distribute their fortunes for the benefit of society.
-
B.
Carnegie
Carnegie is a Scottish surname most famously associated with industrialist and philanthropist Andrew Carnegie.
-
C.
The Quaker
The Quaker is the traditional, colonial-era–styled mascot representing the University of Pennsylvania and its athletic teams.
-
D.
Andrew Carnegie
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.
-
E.
Carnegie Hero Fund
The Carnegie Hero Fund is a philanthropic organization that recognizes and financially supports individuals who perform extraordinary acts of civilian heroism.
- 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: Autobiography of Andrew Carnegie Triple: [Andrew Carnegie, authored, Autobiography of Andrew Carnegie]
Generated description
Autobiography of Andrew Carnegie is the self-written life story of the Scottish-American industrialist and philanthropist, detailing his rise from poverty to becoming one of the wealthiest men of his era and his philosophy of giving away his fortune.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Autobiography of Andrew Carnegie Target entity description: Autobiography of Andrew Carnegie is the self-written life story of the Scottish-American industrialist and philanthropist, detailing his rise from poverty to becoming one of the wealthiest men of his era and his philosophy of giving away his fortune.
-
A.
The Gospel of Wealth
The Gospel of Wealth is an 1889 essay by industrialist Andrew Carnegie that argues the rich have a moral obligation to distribute their fortunes for the benefit of society.
-
B.
Carnegie
Carnegie is a Scottish surname most famously associated with industrialist and philanthropist Andrew Carnegie.
-
C.
The Quaker
The Quaker is the traditional, colonial-era–styled mascot representing the University of Pennsylvania and its athletic teams.
-
D.
Andrew Carnegie
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.
-
E.
Carnegie Hero Fund
The Carnegie Hero Fund is a philanthropic organization that recognizes and financially supports individuals who perform extraordinary acts of civilian heroism.
- 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_69a22a285828819081a58308fb963df1 |
completed | Feb. 27, 2026, 11:35 p.m. |
| NER | Named-entity recognition | batch_69a230c560548190a57df2421e233775 |
completed | Feb. 28, 2026, 12:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a23d860c2881909010e0310acaf10f |
completed | Feb. 28, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69a23ffe6b4081908f9d04b169a7bed8 |
completed | Feb. 28, 2026, 1:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2406bedd081909e8704cef5ab08dd |
completed | Feb. 28, 2026, 1:10 a.m. |
Created at: Feb. 27, 2026, 11:36 p.m.