Triple
T10364603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Mezrich |
E244219
|
entity |
| Predicate | wrote |
P2831
|
FINISHED |
| Object | Bitcoin Billionaires |
E858140
|
NE FINISHED |
How this triple was built (2 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, wrote, Bitcoin Billionaires]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bitcoin Billionaires Context triple: [Ben Mezrich, wrote, Bitcoin Billionaires]
-
A.
Bitcoin Billionaires
chosen
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.
-
B.
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.
-
C.
Bitcoin
Bitcoin is a decentralized digital cryptocurrency that operates without a central bank, enabling peer-to-peer transactions secured by blockchain technology.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7953ba52881908d6d7e5b099c12d2 |
completed | April 9, 2026, 12:02 p.m. |
Created at: April 6, 2026, noon