Triple
T11311109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | behavioral economics |
E267835
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object | Richard H. Thaler |
E290296
|
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: Richard H. Thaler | Statement: [behavioral economics, influencedBy, Richard H. Thaler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard H. Thaler Context triple: [behavioral economics, influencedBy, Richard H. Thaler]
-
A.
Richard H. Thaler
chosen
Richard H. Thaler is a Nobel Prize–winning American economist known for pioneering behavioral economics and co-developing the concept of "nudge" theory.
-
B.
Matthew Rabin
Matthew Rabin is an influential American economist known for his pioneering work in behavioral economics, particularly on how psychological factors affect decision-making and market outcomes.
-
C.
Robert J. Shiller
Robert J. Shiller is an American economist and Nobel laureate renowned for his work on asset prices, financial bubbles, and behavioral finance.
-
D.
Eric Maskin
Eric Maskin is an American economist and Nobel laureate renowned for his foundational contributions to mechanism design theory and game theory.
-
E.
George A. Akerlof
George A. Akerlof is an American economist and Nobel laureate best known for his work on information asymmetry and market failures, including the seminal paper "The Market for Lemons."
- 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_69d6aaca5c24819083db46a30d86cb34 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9c0b3b88190ac0e3d6a5ad3b9bc |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a7fc06881909afe85a600d25ff2 |
completed | April 19, 2026, 5:01 p.m. |
Created at: April 8, 2026, 9:32 p.m.