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.