Triple
T3185047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Kenneth Galbraith |
E66677
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object | Joseph Stiglitz |
E6722
|
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: Joseph Stiglitz | Statement: [John Kenneth Galbraith, influenced, Joseph Stiglitz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Stiglitz Context triple: [John Kenneth Galbraith, influenced, Joseph Stiglitz]
-
A.
Joseph Stiglitz
chosen
Joseph Stiglitz is a Nobel Prize–winning American economist renowned for his work on information asymmetry, inequality, and critiques of unregulated markets.
-
B.
Paul Krugman
Paul Krugman is an American economist, Nobel laureate, and prominent public intellectual known for his work in international trade theory and his influential economic commentary.
-
C.
Michael Spence
Michael Spence is an Australian legal scholar and university leader who has served as the head of major universities, including University College London.
-
D.
Dani Rodrik
Dani Rodrik is a prominent Turkish economist known for his influential work on globalization, economic development, and the political economy of policy reform.
-
E.
Jagdish Bhagwati
Jagdish Bhagwati is a prominent Indian-American economist renowned for his influential work on international trade theory and economic globalization.
- 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_69ad8587c1bc8190a2595f2c22ee1001 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada6c1341081909793f8d05fddfd5e |
completed | March 8, 2026, 4:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24b777fe881909764e2f2cdb68479 |
completed | March 12, 2026, 5:13 a.m. |
Created at: March 8, 2026, 3:06 p.m.