Triple
T12280762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MLIR |
E292711
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Multi-Level Intermediate Representation
Multi-Level Intermediate Representation is a flexible compiler infrastructure within the LLVM project designed to support multiple abstraction levels and domain-specific optimizations in a unified IR framework.
|
E973140
|
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: Multi-Level Intermediate Representation | Statement: [MLIR, fullName, Multi-Level Intermediate Representation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Multi-Level Intermediate Representation Context triple: [MLIR, fullName, Multi-Level Intermediate Representation]
-
A.
SPIR intermediate representation
SPIR intermediate representation is a standardized, portable intermediate language based on LLVM IR used to enable cross-platform compilation and execution of OpenCL kernels and other heterogeneous compute workloads.
-
B.
SUIF compiler infrastructure
SUIF compiler infrastructure is a widely used, extensible research framework for building and experimenting with advanced optimizing compilers and program analysis tools.
-
C.
Partial Evaluation and Program Manipulation
Partial Evaluation and Program Manipulation (PEPM) is a specialized conference and research area in computer science focused on techniques for program transformation, optimization, and analysis through partial evaluation and related methods.
-
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.
Languages, Compilers, and Tools for Embedded Systems
Languages, Compilers, and Tools for Embedded Systems (LCTES) is a research conference focused on programming languages, compilation techniques, and development tools for embedded and real-time computing systems.
- 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: Multi-Level Intermediate Representation Triple: [MLIR, fullName, Multi-Level Intermediate Representation]
Generated description
Multi-Level Intermediate Representation is a flexible compiler infrastructure within the LLVM project designed to support multiple abstraction levels and domain-specific optimizations in a unified IR framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Multi-Level Intermediate Representation Target entity description: Multi-Level Intermediate Representation is a flexible compiler infrastructure within the LLVM project designed to support multiple abstraction levels and domain-specific optimizations in a unified IR framework.
-
A.
SPIR intermediate representation
SPIR intermediate representation is a standardized, portable intermediate language based on LLVM IR used to enable cross-platform compilation and execution of OpenCL kernels and other heterogeneous compute workloads.
-
B.
SUIF compiler infrastructure
SUIF compiler infrastructure is a widely used, extensible research framework for building and experimenting with advanced optimizing compilers and program analysis tools.
-
C.
Partial Evaluation and Program Manipulation
Partial Evaluation and Program Manipulation (PEPM) is a specialized conference and research area in computer science focused on techniques for program transformation, optimization, and analysis through partial evaluation and related methods.
-
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.
Languages, Compilers, and Tools for Embedded Systems
Languages, Compilers, and Tools for Embedded Systems (LCTES) is a research conference focused on programming languages, compilation techniques, and development tools for embedded and real-time computing systems.
- 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_69d6ab690ad081908c0ed3870ec82d53 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cf2b09c81908a11581d33f65be0 |
completed | April 10, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e70dec8819098199fbb54d888c1 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f5bc1fc8190af9d74acc307ebe1 |
completed | May 2, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62041f2408190ad320fec5283abdd |
completed | May 2, 2026, 4:03 p.m. |
Created at: April 8, 2026, 9:52 p.m.