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