Triple
T13547151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Animal Spirits |
E323542
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | George A. Akerlof |
E323544
|
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: George A. Akerlof | Statement: [Animal Spirits, author, George A. Akerlof]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George A. Akerlof Context triple: [Animal Spirits, author, George A. Akerlof]
-
A.
George A. Akerlof
chosen
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."
-
B.
Peter A. Diamond
Peter A. Diamond is an American economist and Nobel laureate renowned for his work on labor markets, social insurance, and dynamic economic theory.
-
C.
Eric Maskin
Eric Maskin is an American economist and Nobel laureate renowned for his foundational contributions to mechanism design theory and game theory.
-
D.
Oliver E. Williamson
Oliver E. Williamson was an American economist renowned for his pioneering work on transaction cost economics and the theory of the firm, for which he shared the 2009 Nobel Prize in Economic Sciences.
-
E.
George Stigler
George Stigler was an American economist and Nobel laureate renowned for his work on industrial organization, the economics of regulation, and the history of economic thought.
- 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_69d8076776248190bdf0d4fa1f85a5fc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafdb466881908fb46642dc66849d |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75da2c2008190b43a653a349ea0c7 |
completed | May 3, 2026, 2:37 p.m. |
Created at: April 9, 2026, 9:45 p.m.