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.