Triple
T5114220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arrow’s impossibility theorem |
E115290
|
entity |
| Predicate | contributedTo |
P37
|
FINISHED |
| Object | Kenneth Arrow’s Nobel Prize in Economics |
E179975
|
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: Kenneth Arrow’s Nobel Prize in Economics | Statement: [Arrow’s impossibility theorem, contributedTo, Kenneth Arrow’s Nobel Prize in Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kenneth Arrow’s Nobel Prize in Economics Context triple: [Arrow’s impossibility theorem, contributedTo, Kenneth Arrow’s Nobel Prize in Economics]
-
A.
Kenneth Arrow
chosen
Kenneth Arrow was a Nobel Prize–winning American economist renowned for his foundational contributions to social choice theory and general equilibrium economics.
-
B.
Tjalling C. Koopmans Econometric Theory Prize
The Tjalling C. Koopmans Econometric Theory Prize is an academic award recognizing outstanding contributions to the field of econometric theory.
-
C.
Irving Fisher Award
The Irving Fisher Award is an economics prize recognizing outstanding research contributions in the field, particularly in areas related to macroeconomics and financial economics.
-
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.
Walras–Bowley Lecture
The Walras–Bowley Lecture is a prestigious invited lecture in economic theory delivered at Econometric Society meetings by a leading economist.
- 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_69bd4441d1648190a54a533895041987 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75cd13a08190b53e67ba65333557 |
completed | March 20, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bebaadfaac8190aa0407196e5c4c20 |
completed | March 21, 2026, 3:35 p.m. |
Created at: March 20, 2026, 1:41 p.m.