Triple
T9303448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Tobin |
E223823
|
entity |
| Predicate | notableIdea |
P4
|
FINISHED |
| Object |
Tobin tax
The Tobin tax is a proposed small levy on foreign currency transactions intended to curb short-term speculation and promote financial stability.
|
E790040
|
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: Tobin tax | Statement: [James Tobin, notableIdea, Tobin tax]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tobin tax Context triple: [James Tobin, notableIdea, Tobin tax]
-
A.
Tobin
Tobin is the given name of Tobin Heath, an American professional soccer player and multiple-time FIFA Women's World Cup champion.
-
B.
Harberger triangle
The Harberger triangle is an economic concept representing the deadweight loss or efficiency cost created by market distortions such as taxes, price controls, or monopolies, typically illustrated as a triangular area on a supply-and-demand graph.
-
C.
Rates of Exchange
Rates of Exchange is a satirical novel by Malcolm Bradbury that follows a British linguist’s misadventures in a fictional Eastern European country, exploring Cold War politics, language, and cultural misunderstanding.
-
D.
Basel accords
The Basel Accords are a set of international banking regulations developed by the Basel Committee on Banking Supervision to strengthen bank capital requirements, risk management, and financial system stability worldwide.
-
E.
Special Drawing Rights
Special Drawing Rights are an international reserve asset created by the IMF to supplement member countries’ official reserves and support global liquidity.
- 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: Tobin tax Triple: [James Tobin, notableIdea, Tobin tax]
Generated description
The Tobin tax is a proposed small levy on foreign currency transactions intended to curb short-term speculation and promote financial stability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tobin tax Target entity description: The Tobin tax is a proposed small levy on foreign currency transactions intended to curb short-term speculation and promote financial stability.
-
A.
Tobin
Tobin is the given name of Tobin Heath, an American professional soccer player and multiple-time FIFA Women's World Cup champion.
-
B.
Harberger triangle
The Harberger triangle is an economic concept representing the deadweight loss or efficiency cost created by market distortions such as taxes, price controls, or monopolies, typically illustrated as a triangular area on a supply-and-demand graph.
-
C.
Rates of Exchange
Rates of Exchange is a satirical novel by Malcolm Bradbury that follows a British linguist’s misadventures in a fictional Eastern European country, exploring Cold War politics, language, and cultural misunderstanding.
-
D.
Basel accords
The Basel Accords are a set of international banking regulations developed by the Basel Committee on Banking Supervision to strengthen bank capital requirements, risk management, and financial system stability worldwide.
-
E.
Special Drawing Rights
Special Drawing Rights are an international reserve asset created by the IMF to supplement member countries’ official reserves and support global liquidity.
- 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_69ca8424d0f08190831e2e93c6533aeb |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd08d4c5e48190aa8c744a158e5fbb |
completed | April 1, 2026, noon |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b26ae3c881909e88f0253e73f0ea |
completed | April 4, 2026, 6:40 a.m. |
| NEDg | Description generation | batch_69d0b3ba0bd88190873816ec7e7929a7 |
completed | April 4, 2026, 6:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b49ec4c88190a48909e7022d7e60 |
completed | April 4, 2026, 6:50 a.m. |
Created at: March 30, 2026, 7:36 p.m.