Triple
T1510352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uppsala University |
E30374
|
entity |
| Predicate | hasNotableAlumnus |
P51
|
FINISHED |
| Object |
Daniel Kahneman (honorary doctorate, not student)
Daniel Kahneman is a Nobel Prize–winning psychologist and economist renowned for his pioneering work on judgment, decision-making, and behavioral economics.
|
E173277
|
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: Daniel Kahneman (honorary doctorate, not student) | Statement: [Uppsala University, hasNotableAlumnus, Daniel Kahneman (honorary doctorate, not student)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel Kahneman (honorary doctorate, not student) Context triple: [Uppsala University, hasNotableAlumnus, Daniel Kahneman (honorary doctorate, not student)]
-
A.
Ehud Kalai
Ehud Kalai is an Israeli-American game theorist and economist known for his influential contributions to bargaining theory, game theory, and economic theory.
-
B.
Herbert Simon
Herbert Simon was an American economist, political scientist, and cognitive psychologist renowned for his pioneering work on decision-making, bounded rationality, and artificial intelligence, for which he received the Nobel Prize in Economics.
-
C.
John Nash
John Nash was an American mathematician renowned for his groundbreaking work in game theory, differential geometry, and partial differential equations, which profoundly influenced economics and the mathematical sciences.
-
D.
John Nash
John Nash was a prominent 19th-century British architect best known for reshaping central London with landmark works in the Regency style.
-
E.
Luke Nosek
Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
- 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: Daniel Kahneman (honorary doctorate, not student) Triple: [Uppsala University, hasNotableAlumnus, Daniel Kahneman (honorary doctorate, not student)]
Generated description
Daniel Kahneman is a Nobel Prize–winning psychologist and economist renowned for his pioneering work on judgment, decision-making, and behavioral economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniel Kahneman (honorary doctorate, not student) Target entity description: Daniel Kahneman is a Nobel Prize–winning psychologist and economist renowned for his pioneering work on judgment, decision-making, and behavioral economics.
-
A.
Ehud Kalai
Ehud Kalai is an Israeli-American game theorist and economist known for his influential contributions to bargaining theory, game theory, and economic theory.
-
B.
Herbert Simon
Herbert Simon was an American economist, political scientist, and cognitive psychologist renowned for his pioneering work on decision-making, bounded rationality, and artificial intelligence, for which he received the Nobel Prize in Economics.
-
C.
John Nash
John Nash was an American mathematician renowned for his groundbreaking work in game theory, differential geometry, and partial differential equations, which profoundly influenced economics and the mathematical sciences.
-
D.
John Nash
John Nash was a prominent 19th-century British architect best known for reshaping central London with landmark works in the Regency style.
-
E.
Luke Nosek
Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
- 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_69a885e8caf88190a5fbb6159ce87786 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a907d4edd48190a03c85e1a0cc02b1 |
completed | March 5, 2026, 4:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad233c254c8190b52b34526c9cb3cb |
completed | March 8, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69ad242d20448190a27ff7414d9cff21 |
completed | March 8, 2026, 7:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad24e6e9688190a20c67c181936e98 |
completed | March 8, 2026, 7:27 a.m. |
Created at: March 4, 2026, 7:26 p.m.