Triple
T20352091
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sendhil Mullainathan |
E496036
|
entity |
| Predicate | coAuthorOf |
P2389
|
FINISHED |
| Object | Scarcity: Why Having Too Little Means So Much |
—
|
NE NERFINISHED |
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: Scarcity: Why Having Too Little Means So Much | Statement: [Sendhil Mullainathan, coAuthorOf, Scarcity: Why Having Too Little Means So Much]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scarcity: Why Having Too Little Means So Much Context triple: [Sendhil Mullainathan, coAuthorOf, Scarcity: Why Having Too Little Means So Much]
-
A.
Scarcity: Why Having Too Little Means So Much
chosen
"Scarcity: Why Having Too Little Means So Much" is a behavioral economics and psychology book that explores how having limited resources—such as time or money—fundamentally shapes human thinking and decision-making.
-
B.
Common Wealth: Economics for a Crowded Planet
Common Wealth: Economics for a Crowded Planet is a book by economist Jeffrey Sachs that outlines strategies for achieving sustainable global development while addressing challenges such as poverty, environmental degradation, and population growth.
-
C.
Economics: The User’s Guide
Economics: The User’s Guide is an accessible introductory book by economist Ha-Joon Chang that explains key economic ideas, debates, and real-world applications for general readers.
-
D.
A Wealth of Common Sense
A Wealth of Common Sense is a personal finance and investing blog by Ben Carlson that focuses on practical, long-term investment insights and market commentary.
-
E.
Grand Pursuit: The Story of Economic Genius
Grand Pursuit: The Story of Economic Genius is a narrative history book by Sylvia Nasar that traces the development of modern economic thought through the lives and ideas of influential economists.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4a3f7f48190b37f354574028ca6 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67850ace48190b19aff5780fef7e8 |
completed | April 20, 2026, 7:02 p.m. |
Created at: April 16, 2026, 11:25 a.m.