Triple
T15835317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austan Goolsbee |
E383969
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object | Goolsbee |
E383969
|
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: Goolsbee | Statement: [Austan Goolsbee, familyName, Goolsbee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goolsbee Context triple: [Austan Goolsbee, familyName, Goolsbee]
-
A.
Austan Goolsbee
chosen
Austan Goolsbee is an American economist and former chair of the Council of Economic Advisers who has been a prominent advisor on U.S. economic policy, particularly during the Obama administration.
-
B.
Robert C. Murphy
Robert C. Murphy was a prominent American jurist who served as Chief Judge of the Maryland Court of Appeals and significantly influenced the state's legal system.
-
C.
Gregory Mankiw
Gregory Mankiw is an American economist known for his influential work in macroeconomics, particularly in developing New Keynesian theory, and for authoring widely used economics textbooks.
-
D.
Robert P. Murphy
Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
-
E.
Robert D. Murphy
Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
- 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_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e11e673e08819080c3f55a225607c7 |
completed | April 16, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa137be2c81909c8f04b5cc1a5b21 |
completed | May 9, 2026, 9:03 p.m. |
Created at: April 10, 2026, 4:49 a.m.