Triple

T10364592
Position Surface form Disambiguated ID Type / Status
Subject Ben Mezrich E244219 entity
Predicate notableWork P4 FINISHED
Object Bitcoin Billionaires
Bitcoin Billionaires is a nonfiction book by Ben Mezrich that chronicles the Winklevoss twins’ journey from their Facebook lawsuit to becoming early cryptocurrency investors and pioneers in the Bitcoin world.
E858140 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: Bitcoin Billionaires | Statement: [Ben Mezrich, notableWork, Bitcoin Billionaires]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bitcoin Billionaires
Context triple: [Ben Mezrich, notableWork, Bitcoin Billionaires]
  • A. Cryptonomicon
    Cryptonomicon is a sprawling techno-thriller novel by Neal Stephenson that intertwines World War II codebreaking with late-20th-century cryptography and data havens.
  • B. Bitcoin
    Bitcoin is a decentralized digital cryptocurrency that operates without a central bank, enabling peer-to-peer transactions secured by blockchain technology.
  • C. Ben Billions
    Ben Billions is an American record producer and songwriter known for crafting hit tracks for major hip-hop and R&B artists such as The Weeknd, Beyoncé, and DJ Khaled.
  • D. The Cash Nexus
    The Cash Nexus is a historical study by Niall Ferguson that explores the relationship between money and power, arguing that financial forces have profoundly shaped modern states and international relations.
  • E. Ponzi’s Scheme: The True Story of a Financial Legend
    Ponzi’s Scheme: The True Story of a Financial Legend is a nonfiction book by Mitchell Zuckoff that recounts the rise and fall of Charles Ponzi and the infamous investment fraud that bears his name.
  • 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: Bitcoin Billionaires
Triple: [Ben Mezrich, notableWork, Bitcoin Billionaires]
Generated description
Bitcoin Billionaires is a nonfiction book by Ben Mezrich that chronicles the Winklevoss twins’ journey from their Facebook lawsuit to becoming early cryptocurrency investors and pioneers in the Bitcoin world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bitcoin Billionaires
Target entity description: Bitcoin Billionaires is a nonfiction book by Ben Mezrich that chronicles the Winklevoss twins’ journey from their Facebook lawsuit to becoming early cryptocurrency investors and pioneers in the Bitcoin world.
  • A. Cryptonomicon
    Cryptonomicon is a sprawling techno-thriller novel by Neal Stephenson that intertwines World War II codebreaking with late-20th-century cryptography and data havens.
  • B. Bitcoin
    Bitcoin is a decentralized digital cryptocurrency that operates without a central bank, enabling peer-to-peer transactions secured by blockchain technology.
  • C. Ben Billions
    Ben Billions is an American record producer and songwriter known for crafting hit tracks for major hip-hop and R&B artists such as The Weeknd, Beyoncé, and DJ Khaled.
  • D. The Cash Nexus
    The Cash Nexus is a historical study by Niall Ferguson that explores the relationship between money and power, arguing that financial forces have profoundly shaped modern states and international relations.
  • E. Ponzi’s Scheme: The True Story of a Financial Legend
    Ponzi’s Scheme: The True Story of a Financial Legend is a nonfiction book by Mitchell Zuckoff that recounts the rise and fall of Charles Ponzi and the infamous investment fraud that bears his name.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e964a53c8190b748e80850e96656 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750c2d2748190b871b928d5a094f8 completed April 9, 2026, 7:09 a.m.
NEDg Description generation batch_69d7618fac288190a5da7549e5ccbdf0 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d77060331c8190a773a5f9ffadf1d6 completed April 9, 2026, 9:24 a.m.
Created at: April 6, 2026, noon