Triple
T20352083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sendhil Mullainathan |
E496036
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Eldar Shafir
Eldar Shafir is a cognitive scientist and behavioral economist known for his research on decision-making, scarcity, and the psychology of poverty.
|
E1425097
|
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: Eldar Shafir | Statement: [Sendhil Mullainathan, coAuthor, Eldar Shafir]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eldar Shafir Context triple: [Sendhil Mullainathan, coAuthor, Eldar Shafir]
-
A.
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.
-
B.
Sendhil Mullainathan
Sendhil Mullainathan is an economist and professor known for his work in behavioral economics, development economics, and the application of data science and machine learning to social and economic problems.
-
C.
Armin Falk
Armin Falk is a German economist renowned for his research in behavioral and experimental economics, particularly on social preferences and human decision-making.
-
D.
Jesse M. Shapiro
Jesse M. Shapiro is an American economist known for his influential research on media, political economy, and applied microeconomics.
-
E.
Rémy Loury
Rémy Loury is a French journalist and press freedom advocate best known as one of the founders of the international NGO Reporters Without Borders.
- 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: Eldar Shafir Triple: [Sendhil Mullainathan, coAuthor, Eldar Shafir]
Generated description
Eldar Shafir is a cognitive scientist and behavioral economist known for his research on decision-making, scarcity, and the psychology of poverty.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eldar Shafir Target entity description: Eldar Shafir is a cognitive scientist and behavioral economist known for his research on decision-making, scarcity, and the psychology of poverty.
-
A.
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.
-
B.
Sendhil Mullainathan
Sendhil Mullainathan is an economist and professor known for his work in behavioral economics, development economics, and the application of data science and machine learning to social and economic problems.
-
C.
Armin Falk
Armin Falk is a German economist renowned for his research in behavioral and experimental economics, particularly on social preferences and human decision-making.
-
D.
Jesse M. Shapiro
Jesse M. Shapiro is an American economist known for his influential research on media, political economy, and applied microeconomics.
-
E.
Rémy Loury
Rémy Loury is a French journalist and press freedom advocate best known as one of the founders of the international NGO Reporters Without Borders.
- 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_69e0b4a3f7f48190b37f354574028ca6 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67850ace48190b19aff5780fef7e8 |
completed | April 20, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a086967aef88190b138be722f410e82 |
completed | May 16, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0869f7b4208190858fdeae882e008d |
completed | May 16, 2026, 12:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a086a893f1c81909bc40e3c4db0e147 |
completed | May 16, 2026, 1 p.m. |
Created at: April 16, 2026, 11:25 a.m.