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.