Triple
T9303521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steven Levitt |
E223824
|
entity |
| Predicate | hasPodcast |
P27959
|
FINISHED |
| Object |
Freakonomics Radio (as co-creator of the franchise)
Freakonomics Radio is a popular economics-themed podcast franchise that explores the hidden side of everyday life through data-driven storytelling and unconventional analysis.
|
E790050
|
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: Freakonomics Radio (as co-creator of the franchise) | Statement: [Steven Levitt, hasPodcast, Freakonomics Radio (as co-creator of the franchise)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Freakonomics Radio (as co-creator of the franchise) Context triple: [Steven Levitt, hasPodcast, Freakonomics Radio (as co-creator of the franchise)]
-
A.
Editors’ Lab
Editors’ Lab is a specialized training program of the Canadian Film Centre that focuses on developing the creative and technical skills of film and media editors.
-
B.
For Good Reason (podcast)
For Good Reason is a skeptical podcast hosted by D.J. Grothe that explores critical thinking, science, and challenges to paranormal and pseudoscientific claims through interviews and discussion.
-
C.
Economica
Economica is a long-running, peer-reviewed academic journal in economics known for publishing influential theoretical and empirical research.
-
D.
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.
-
E.
Rich and Poor
"Rich and Poor" is a soulful jazz and R&B album by American singer Randy Crawford, showcasing her smooth vocals and emotive storytelling.
- 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: Freakonomics Radio (as co-creator of the franchise) Triple: [Steven Levitt, hasPodcast, Freakonomics Radio (as co-creator of the franchise)]
Generated description
Freakonomics Radio is a popular economics-themed podcast franchise that explores the hidden side of everyday life through data-driven storytelling and unconventional analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Freakonomics Radio (as co-creator of the franchise) Target entity description: Freakonomics Radio is a popular economics-themed podcast franchise that explores the hidden side of everyday life through data-driven storytelling and unconventional analysis.
-
A.
Editors’ Lab
Editors’ Lab is a specialized training program of the Canadian Film Centre that focuses on developing the creative and technical skills of film and media editors.
-
B.
For Good Reason (podcast)
For Good Reason is a skeptical podcast hosted by D.J. Grothe that explores critical thinking, science, and challenges to paranormal and pseudoscientific claims through interviews and discussion.
-
C.
Economica
Economica is a long-running, peer-reviewed academic journal in economics known for publishing influential theoretical and empirical research.
-
D.
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.
-
E.
Rich and Poor
"Rich and Poor" is a soulful jazz and R&B album by American singer Randy Crawford, showcasing her smooth vocals and emotive storytelling.
- 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.