Triple

T13510829
Position Surface form Disambiguated ID Type / Status
Subject Charles Koch E321133 entity
Predicate hasWritten P2831 FINISHED
Object Good Profit
Good Profit is a business and political philosophy book by Charles Koch that outlines his principles for building successful companies and advancing a free-market society.
 E1044043 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: Good Profit | Statement: [Charles Koch, hasWritten, Good Profit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Good Profit
Context triple: [Charles Koch, hasWritten, Good Profit]
  • A. Bitpanda
    Bitpanda is a European fintech platform that enables users to invest in cryptocurrencies, stocks, ETFs, and precious metals through a user-friendly digital interface.
  • B. Coinbase
    Coinbase is a leading U.S.-based cryptocurrency exchange platform that enables individuals and institutions to buy, sell, and store digital assets.
  • C. FTX
    FTX was a now-bankrupt cryptocurrency exchange that became widely known for its rapid rise, high-profile sponsorships, and dramatic collapse amid allegations of fraud and mismanagement.
  • D. Gemini cryptocurrency exchange
    Gemini cryptocurrency exchange is a U.S.-based digital asset trading platform founded by Cameron and Tyler Winklevoss, known for its regulatory compliance and focus on security.
  • E. Silk Road exchanges
    Silk Road exchanges were extensive networks of trade and cultural interaction across Eurasia that facilitated the movement of goods, ideas, religions, and technologies between China and regions as far as Central Asia, the Middle East, and Europe.
  • 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: Good Profit
Triple: [Charles Koch, hasWritten, Good Profit]
Generated description
Good Profit is a business and political philosophy book by Charles Koch that outlines his principles for building successful companies and advancing a free-market society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Good Profit
Target entity description: Good Profit is a business and political philosophy book by Charles Koch that outlines his principles for building successful companies and advancing a free-market society.
  • A. Bitpanda
    Bitpanda is a European fintech platform that enables users to invest in cryptocurrencies, stocks, ETFs, and precious metals through a user-friendly digital interface.
  • B. Coinbase
    Coinbase is a leading U.S.-based cryptocurrency exchange platform that enables individuals and institutions to buy, sell, and store digital assets.
  • C. FTX
    FTX was a now-bankrupt cryptocurrency exchange that became widely known for its rapid rise, high-profile sponsorships, and dramatic collapse amid allegations of fraud and mismanagement.
  • D. Gemini cryptocurrency exchange
    Gemini cryptocurrency exchange is a U.S.-based digital asset trading platform founded by Cameron and Tyler Winklevoss, known for its regulatory compliance and focus on security.
  • E. Silk Road exchanges
    Silk Road exchanges were extensive networks of trade and cultural interaction across Eurasia that facilitated the movement of goods, ideas, religions, and technologies between China and regions as far as Central Asia, the Middle East, and Europe.
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf86a6208190be8c18f7a0158f23 completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75490291c8190b5985d8c90ef1af6 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7556329648190be791afdd197b08c completed May 3, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69f755c52c648190a4912725ce65ff04 completed May 3, 2026, 2:03 p.m.
Created at: April 9, 2026, 9:43 p.m.