Triple
T15791256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vilfredo Pareto |
E382866
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | Pareto efficiency |
E145374
|
NE FINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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: Pareto efficiency | Statement: [Vilfredo Pareto, knownFor, Pareto efficiency]
Disambiguation candidates (1 decision)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pareto efficiency Context triple: [Vilfredo Pareto, knownFor, Pareto efficiency]
-
A.
Pareto efficiency
chosen
Pareto efficiency is an economic concept describing an allocation of resources where no individual can be made better off without making someone else worse off.
-
B.
Pareto improvement
A Pareto improvement is a change in allocation that makes at least one individual better off without making anyone else worse off.
-
C.
Hicks–Kaldor compensation criterion
The Hicks–Kaldor compensation criterion is an economic efficiency test stating that a policy change is desirable if those who gain could in principle compensate those who lose and still be better off, regardless of whether compensation actually occurs.
-
D.
second fundamental theorem of welfare economics
The second fundamental theorem of welfare economics states that, under certain ideal conditions, any Pareto efficient allocation of resources can be achieved as a competitive market equilibrium given an appropriate redistribution of initial endowments.
-
E.
Nash equilibrium
A Nash equilibrium is a game-theoretic solution concept where no player can improve their payoff by unilaterally changing their strategy, given the strategies of all other players.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69d86da16e188190b89af699f1ed0bfe |
elicitation | completed |
| NER | batch_69e0b4d819c881908bc43a6124a1bb2e |
ner | completed |
| NED1 | batch_69ff90a87e3c8190a1c5b13cbfdff54a |
ned_source_triple | completed |
Created at: April 10, 2026, 4:48 a.m.