Triple
T17923485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flash Boys |
E448131
|
entity |
| Predicate | followedBy |
P78
|
FINISHED |
| Object |
The Undoing Project
The Undoing Project is a nonfiction book by Michael Lewis that explores the groundbreaking psychological research of Daniel Kahneman and Amos Tversky on human judgment, decision-making, and cognitive biases.
|
E1296846
|
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: The Undoing Project | Statement: [Flash Boys, followedBy, The Undoing Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Undoing Project Context triple: [Flash Boys, followedBy, The Undoing Project]
-
A.
The Undoing
The Undoing is a psychological thriller miniseries starring Nicole Kidman as a successful therapist whose life unravels after a violent death and shocking revelations about her husband.
-
B.
Hidden Brain
Hidden Brain is a popular NPR podcast and radio show that explores the unconscious patterns driving human behavior, decision-making, and relationships through storytelling and social science.
-
C.
The Man Who Knew
The Man Who Knew is a mystery novel by British writer Edgar Wallace, featuring crime, suspense, and intricate plotting typical of his early 20th-century thrillers.
-
D.
Thinking, Fast and Slow
"Thinking, Fast and Slow" is a bestselling book by psychologist Daniel Kahneman that explores how two distinct systems of thought—fast, intuitive thinking and slow, deliberate reasoning—shape human judgment and decision-making.
-
E.
Talking to Strangers
"Talking to Strangers" is an episode of the British natural history television series "The Trials of Life," focusing on the diverse ways animals communicate and interact with unfamiliar members of their own or other species.
- 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: The Undoing Project Triple: [Flash Boys, followedBy, The Undoing Project]
Generated description
The Undoing Project is a nonfiction book by Michael Lewis that explores the groundbreaking psychological research of Daniel Kahneman and Amos Tversky on human judgment, decision-making, and cognitive biases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Undoing Project Target entity description: The Undoing Project is a nonfiction book by Michael Lewis that explores the groundbreaking psychological research of Daniel Kahneman and Amos Tversky on human judgment, decision-making, and cognitive biases.
-
A.
The Undoing
The Undoing is a psychological thriller miniseries starring Nicole Kidman as a successful therapist whose life unravels after a violent death and shocking revelations about her husband.
-
B.
Hidden Brain
Hidden Brain is a popular NPR podcast and radio show that explores the unconscious patterns driving human behavior, decision-making, and relationships through storytelling and social science.
-
C.
The Man Who Knew
The Man Who Knew is a mystery novel by British writer Edgar Wallace, featuring crime, suspense, and intricate plotting typical of his early 20th-century thrillers.
-
D.
Thinking, Fast and Slow
"Thinking, Fast and Slow" is a bestselling book by psychologist Daniel Kahneman that explores how two distinct systems of thought—fast, intuitive thinking and slow, deliberate reasoning—shape human judgment and decision-making.
-
E.
Talking to Strangers
"Talking to Strangers" is an episode of the British natural history television series "The Trials of Life," focusing on the diverse ways animals communicate and interact with unfamiliar members of their own or other species.
- 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_69d8b9f6d394819082a6d69fd1e23d2f |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4a30bde508190bc529ccae81f0e2a |
completed | April 19, 2026, 9:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0321327e4c8190bdc90976312a9913 |
completed | May 12, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_6a032313086c8190b3c6c657a98942c0 |
completed | May 12, 2026, 12:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0323f4a2c48190914075393ab1aca7 |
completed | May 12, 2026, 12:58 p.m. |
Created at: April 10, 2026, 10:20 a.m.