Triple
T10711822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Krugman |
E252554
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | American Economic Association |
E7138
|
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: American Economic Association | Statement: [Paul Krugman, memberOf, American Economic Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American Economic Association Context triple: [Paul Krugman, memberOf, American Economic Association]
-
A.
American Economic Association
chosen
The American Economic Association is a leading professional organization of economists in the United States, best known for publishing influential academic journals and hosting major conferences in the field of economics.
-
B.
committee of the American Economic Association
The committee of the American Economic Association is a group of distinguished economists responsible for evaluating candidates and choosing the recipient of the prestigious John Bates Clark Medal.
-
C.
American Economic Association Honors and Awards Program
The American Economic Association Honors and Awards Program is a set of distinctions conferred by the AEA to recognize outstanding contributions and achievements in the field of economics.
-
D.
American Social Science Association
The American Social Science Association was a 19th-century U.S. organization that promoted the systematic study and reform of social issues such as education, public health, and criminal justice.
-
E.
Econometric Society
The Econometric Society is an international scholarly organization dedicated to advancing economic theory in its relation to statistics and mathematics.
- 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_69d6aa5cbabc8190973e683950d89faf |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fe533ec081909eafab85f6f6d6b9 |
completed | April 9, 2026, 1:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d99917df2c819099be2a9b9c4a2ce7 |
completed | April 11, 2026, 12:43 a.m. |
Created at: April 8, 2026, 9:13 p.m.