Triple

T544230
Position Surface form Disambiguated ID Type / Status
Subject Gulf Cooperation Council E12696 entity
Predicate hasCurrencyInitiative P12598 FINISHED
Object GCC common currency project
The GCC common currency project is a long-discussed but still unrealized initiative to create a shared monetary union and single currency among the member states of the Gulf Cooperation Council.
E67910 NE FINISHED

How this triple was built (5 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: GCC common currency project | Statement: [Gulf Cooperation Council, hasCurrencyInitiative, GCC common currency project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GCC common currency project
Context triple: [Gulf Cooperation Council, hasCurrencyInitiative, GCC common currency project]
  • A. GNU Compiler Collection
    The GNU Compiler Collection (GCC) is a widely used, free and open-source compiler system that supports numerous programming languages and platforms, forming a core component of the GNU toolchain and much of the open-source software ecosystem.
  • B. GCC Steering Committee
    The GCC Steering Committee is the governing body that oversees the development, direction, and policies of the GNU Compiler Collection project.
  • C. GNU Project
    The GNU Project is a free software initiative that created many core components of the GNU/Linux operating system and pioneered the modern free software movement.
  • D. LLVM
    LLVM is a modular, reusable compiler and toolchain infrastructure project widely used for building language frontends, optimizers, and backends for diverse hardware architectures.
  • E. BitC
    BitC is a systems programming language designed for safety, low-level control, and formal verification, drawing on ideas from Modula-3 and capability-based security.
  • 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: GCC common currency project
Triple: [Gulf Cooperation Council, hasCurrencyInitiative, GCC common currency project]
Generated description
The GCC common currency project is a long-discussed but still unrealized initiative to create a shared monetary union and single currency among the member states of the Gulf Cooperation Council.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GCC common currency project
Target entity description: The GCC common currency project is a long-discussed but still unrealized initiative to create a shared monetary union and single currency among the member states of the Gulf Cooperation Council.
  • A. GNU Compiler Collection
    The GNU Compiler Collection (GCC) is a widely used, free and open-source compiler system that supports numerous programming languages and platforms, forming a core component of the GNU toolchain and much of the open-source software ecosystem.
  • B. GCC Steering Committee
    The GCC Steering Committee is the governing body that oversees the development, direction, and policies of the GNU Compiler Collection project.
  • C. GNU Project
    The GNU Project is a free software initiative that created many core components of the GNU/Linux operating system and pioneered the modern free software movement.
  • D. LLVM
    LLVM is a modular, reusable compiler and toolchain infrastructure project widely used for building language frontends, optimizers, and backends for diverse hardware architectures.
  • E. BitC
    BitC is a systems programming language designed for safety, low-level control, and formal verification, drawing on ideas from Modula-3 and capability-based security.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCurrencyInitiative
Context triple: [Gulf Cooperation Council, hasCurrencyInitiative, GCC common currency project]
  • A. currencyInitiative chosen
    Indicates an initiative, program, or action specifically related to the development, regulation, promotion, or reform of a currency or monetary system.
  • B. hasCurrencyProject
    Indicates that an entity is associated with or involved in a specific currency-related project.
  • C. proposedCurrencyName
    Indicates that an entity has suggested or put forward a specific name to be used as a currency.
  • D. hasDigitalInitiative
    Indicates that an entity is engaged in or associated with a specific digital project, program, or transformation effort.
  • E. usesCurrency
    Indicates that one entity conducts its financial transactions or values using the monetary unit represented by the other entity.
  • F. None of above.

Provenance (6 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a498dea88881908a938fe8f2313bec completed March 1, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4cc5f6dfc8190a6c97a81aa8e82a3 completed March 1, 2026, 11:31 p.m.
NEDg Description generation batch_69a4cdd043b881908795f61cbfa06bc8 completed March 1, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69a4cf2e7b908190817cfcaf0490d6f7 completed March 1, 2026, 11:43 p.m.
PD Predicate disambiguation batch_69a494b8098481908097228db8ad0262 completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.