Triple
T4500171
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IEX |
E101198
|
entity |
| Predicate | subjectOf |
P38
|
FINISHED |
| Object |
book "Flash Boys" by Michael Lewis
"Flash Boys" is a non-fiction book by Michael Lewis that investigates the rise of high-frequency trading on Wall Street and the efforts of a group of traders to expose and reform what they saw as a rigged financial system.
|
E448131
|
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: book "Flash Boys" by Michael Lewis | Statement: [IEX, subjectOf, book "Flash Boys" by Michael Lewis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: book "Flash Boys" by Michael Lewis Context triple: [IEX, subjectOf, book "Flash Boys" by Michael Lewis]
-
A.
Enron: The Smartest Guys in the Room
Enron: The Smartest Guys in the Room is a 2005 documentary film that investigates the rise and catastrophic collapse of the Enron Corporation and the corporate fraud behind it.
-
B.
Triumph of the Market
Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
-
C.
The Insider
The Insider was an American syndicated entertainment news television program that focused on celebrity news, gossip, and pop culture.
-
D.
13 Bankers
13 Bankers is a nonfiction book by economist Simon Johnson that analyzes the rise of powerful financial institutions in the United States and argues that their unchecked influence poses a serious threat to democracy and economic stability.
-
E.
Quantum Fund
Quantum Fund is a highly influential hedge fund best known for its aggressive currency speculation and for generating massive profits under the management of George Soros.
- 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: book "Flash Boys" by Michael Lewis Triple: [IEX, subjectOf, book "Flash Boys" by Michael Lewis]
Generated description
"Flash Boys" is a non-fiction book by Michael Lewis that investigates the rise of high-frequency trading on Wall Street and the efforts of a group of traders to expose and reform what they saw as a rigged financial system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: book "Flash Boys" by Michael Lewis Target entity description: "Flash Boys" is a non-fiction book by Michael Lewis that investigates the rise of high-frequency trading on Wall Street and the efforts of a group of traders to expose and reform what they saw as a rigged financial system.
-
A.
Enron: The Smartest Guys in the Room
Enron: The Smartest Guys in the Room is a 2005 documentary film that investigates the rise and catastrophic collapse of the Enron Corporation and the corporate fraud behind it.
-
B.
Triumph of the Market
Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
-
C.
The Insider
The Insider was an American syndicated entertainment news television program that focused on celebrity news, gossip, and pop culture.
-
D.
13 Bankers
13 Bankers is a nonfiction book by economist Simon Johnson that analyzes the rise of powerful financial institutions in the United States and argues that their unchecked influence poses a serious threat to democracy and economic stability.
-
E.
Quantum Fund
Quantum Fund is a highly influential hedge fund best known for its aggressive currency speculation and for generating massive profits under the management of George Soros.
- 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_69bd43d175248190894dc58b5b395c26 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd56c4080c8190bd9580c961acaca8 |
completed | March 20, 2026, 2:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd6f89114081908adbd8e78d4c8ec4 |
completed | March 20, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69bd71aecafc8190b0815d0308bbcaa9 |
completed | March 20, 2026, 4:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd75f39d788190b9e394050c55f44d |
completed | March 20, 2026, 4:29 p.m. |
Created at: March 20, 2026, 1 p.m.