Triple

T8285554
Position Surface form Disambiguated ID Type / Status
Subject QEMU E193779 entity
Predicate implements P1417 FINISHED
Object TCG (Tiny Code Generator)
TCG (Tiny Code Generator) is QEMU’s lightweight just-in-time compilation backend that translates guest machine instructions into efficient host machine code for fast emulation.
 E724156 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: TCG (Tiny Code Generator) | Statement: [QEMU, implements, TCG (Tiny Code Generator)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TCG (Tiny Code Generator)
Context triple: [QEMU, implements, TCG (Tiny Code Generator)]
  • A. LLVM
    LLVM is a modular, reusable compiler and toolchain infrastructure project widely used for building language frontends, optimizers, and backends for diverse hardware architectures.
  • B. Cranelift code generator (as part of Wasmtime ecosystem)
    Cranelift is a fast, modular, and embeddable code generator within the Wasmtime WebAssembly runtime ecosystem, designed by the Bytecode Alliance to efficiently compile WebAssembly and other languages to native machine code.
  • C. Bytecode Alliance
    Bytecode Alliance is a nonprofit industry consortium focused on advancing secure, modular, and portable software through technologies built around WebAssembly.
  • D. Tungsten execution engine
    Tungsten execution engine is a low-level, memory- and CPU-optimized execution backend in Apache Spark designed to significantly improve performance of data processing workloads.
  • E. CIRCT
    CIRCT is an open-source LLVM subproject that provides a set of reusable compiler infrastructure and tools for hardware design and synthesis using MLIR.
  • 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: TCG (Tiny Code Generator)
Triple: [QEMU, implements, TCG (Tiny Code Generator)]
Generated description
TCG (Tiny Code Generator) is QEMU’s lightweight just-in-time compilation backend that translates guest machine instructions into efficient host machine code for fast emulation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TCG (Tiny Code Generator)
Target entity description: TCG (Tiny Code Generator) is QEMU’s lightweight just-in-time compilation backend that translates guest machine instructions into efficient host machine code for fast emulation.
  • A. LLVM
    LLVM is a modular, reusable compiler and toolchain infrastructure project widely used for building language frontends, optimizers, and backends for diverse hardware architectures.
  • B. Cranelift code generator (as part of Wasmtime ecosystem)
    Cranelift is a fast, modular, and embeddable code generator within the Wasmtime WebAssembly runtime ecosystem, designed by the Bytecode Alliance to efficiently compile WebAssembly and other languages to native machine code.
  • C. Bytecode Alliance
    Bytecode Alliance is a nonprofit industry consortium focused on advancing secure, modular, and portable software through technologies built around WebAssembly.
  • D. Tungsten execution engine
    Tungsten execution engine is a low-level, memory- and CPU-optimized execution backend in Apache Spark designed to significantly improve performance of data processing workloads.
  • E. CIRCT
    CIRCT is an open-source LLVM subproject that provides a set of reusable compiler infrastructure and tools for hardware design and synthesis using MLIR.
  • 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_69ca82e32db481908b72f3804fa71152 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7ad20ae481908179aba245c73fad completed March 31, 2026, 7:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd687e64a08190a45a1cf5f5c32291 completed April 1, 2026, 6:48 p.m.
NEDg Description generation batch_69cd6d55196881909cf5ec925792e09f completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e2bdae08190adc51e904e85695e completed April 1, 2026, 8:21 p.m.
Created at: March 30, 2026, 5:52 p.m.