Triple
T9303501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steven Levitt |
E223824
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Think Like a Freak
Think Like a Freak is a popular non-fiction book by economist Steven Levitt and journalist Stephen Dubner that applies unconventional, data-driven thinking to everyday problems and decision-making.
|
E790047
|
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: Think Like a Freak | Statement: [Steven Levitt, notableWork, Think Like a Freak]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Think Like a Freak Context triple: [Steven Levitt, notableWork, Think Like a Freak]
-
A.
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.
-
B.
Good News for People Who Love Bad News
Good News for People Who Love Bad News is a critically acclaimed 2004 indie rock album by Modest Mouse, featuring the hit single "Float On" and marking the band's mainstream breakthrough.
-
C.
The Joy of x
The Joy of x is a popular mathematics book by Steven Strogatz that uses everyday stories and clear explanations to reveal the beauty and relevance of math in daily life.
-
D.
Billion Dollar Brain
Billion Dollar Brain is a 1967 British spy film in the Harry Palmer series, directed by Ken Russell and starring Michael Caine as the bespectacled secret agent.
-
E.
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.
- 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: Think Like a Freak Triple: [Steven Levitt, notableWork, Think Like a Freak]
Generated description
Think Like a Freak is a popular non-fiction book by economist Steven Levitt and journalist Stephen Dubner that applies unconventional, data-driven thinking to everyday problems and decision-making.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Think Like a Freak Target entity description: Think Like a Freak is a popular non-fiction book by economist Steven Levitt and journalist Stephen Dubner that applies unconventional, data-driven thinking to everyday problems and decision-making.
-
A.
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.
-
B.
Good News for People Who Love Bad News
Good News for People Who Love Bad News is a critically acclaimed 2004 indie rock album by Modest Mouse, featuring the hit single "Float On" and marking the band's mainstream breakthrough.
-
C.
The Joy of x
The Joy of x is a popular mathematics book by Steven Strogatz that uses everyday stories and clear explanations to reveal the beauty and relevance of math in daily life.
-
D.
Billion Dollar Brain
Billion Dollar Brain is a 1967 British spy film in the Harry Palmer series, directed by Ken Russell and starring Michael Caine as the bespectacled secret agent.
-
E.
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.
- 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_69ca8424d0f08190831e2e93c6533aeb |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd08d4c5e48190aa8c744a158e5fbb |
completed | April 1, 2026, noon |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b26ae3c881909e88f0253e73f0ea |
completed | April 4, 2026, 6:40 a.m. |
| NEDg | Description generation | batch_69d0b3ba0bd88190873816ec7e7929a7 |
completed | April 4, 2026, 6:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b49ec4c88190a48909e7022d7e60 |
completed | April 4, 2026, 6:50 a.m. |
Created at: March 30, 2026, 7:36 p.m.