Triple
T9473047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timothy Geithner |
E228440
|
entity |
| Predicate | participatedIn |
P149
|
FINISHED |
| Object |
G20 summits on the global financial crisis
The G20 summits on the global financial crisis were high-level international meetings where leaders of the world’s major economies coordinated urgent policy responses to stabilize the global financial system and stimulate economic recovery following the 2008 crisis.
|
E801413
|
NE FINISHED |
How this triple was built (4 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: G20 summits on the global financial crisis | Statement: [Timothy Geithner, participatedIn, G20 summits on the global financial crisis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: G20 summits on the global financial crisis Context triple: [Timothy Geithner, participatedIn, G20 summits on the global financial crisis]
-
A.
The Global Financial Environment
The Global Financial Environment refers to the overall conditions, trends, and risks in international financial markets and institutions that influence global economic stability and growth.
-
B.
From Great Depression to Great Credit Crisis
"From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
-
C.
The Banking Crisis Handbook
The Banking Crisis Handbook is a work by former U.S. Senator Donald W. Riegle Jr. that analyzes the causes, dynamics, and policy implications of modern banking and financial crises.
-
D.
Crisis Economics: A Crash Course in the Future of Finance
"Crisis Economics: A Crash Course in the Future of Finance" is a book that analyzes the causes and dynamics of financial crises and proposes reforms to make the global economic system more resilient.
-
E.
Can "It" Happen Again? Essays on Instability and Finance
Can "It" Happen Again? Essays on Instability and Finance is a collection of Hyman Minsky’s influential essays analyzing the inherent instability of financial systems and the dynamics that lead to economic crises.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: G20 summits on the global financial crisis Triple: [Timothy Geithner, participatedIn, G20 summits on the global financial crisis]
Generated description
The G20 summits on the global financial crisis were high-level international meetings where leaders of the world’s major economies coordinated urgent policy responses to stabilize the global financial system and stimulate economic recovery following the 2008 crisis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: G20 summits on the global financial crisis Target entity description: The G20 summits on the global financial crisis were high-level international meetings where leaders of the world’s major economies coordinated urgent policy responses to stabilize the global financial system and stimulate economic recovery following the 2008 crisis.
-
A.
The Global Financial Environment
The Global Financial Environment refers to the overall conditions, trends, and risks in international financial markets and institutions that influence global economic stability and growth.
-
B.
From Great Depression to Great Credit Crisis
"From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
-
C.
The Banking Crisis Handbook
The Banking Crisis Handbook is a work by former U.S. Senator Donald W. Riegle Jr. that analyzes the causes, dynamics, and policy implications of modern banking and financial crises.
-
D.
Crisis Economics: A Crash Course in the Future of Finance
"Crisis Economics: A Crash Course in the Future of Finance" is a book that analyzes the causes and dynamics of financial crises and proposes reforms to make the global economic system more resilient.
-
E.
Can "It" Happen Again? Essays on Instability and Finance
Can "It" Happen Again? Essays on Instability and Finance is a collection of Hyman Minsky’s influential essays analyzing the inherent instability of financial systems and the dynamics that lead to economic crises.
- F. None of above. chosen
Provenance (5 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_69ca847162c48190b079076c9595513c |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7ff0afd08190871b68a88fdbff2b |
completed | April 1, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d122d625fc8190b8222930449ad3da |
completed | April 4, 2026, 2:40 p.m. |
| NEDg | Description generation | batch_69d12395841c8190857de8a50ab6345c |
completed | April 4, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1275bcbd88190a5742a9cf802425a |
completed | April 4, 2026, 2:59 p.m. |
Created at: March 30, 2026, 7:54 p.m.