Triple
T11958570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU NYU Ada Translator |
E284612
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
GCC back end
The GCC back end is the code-generation component of the GNU Compiler Collection that translates language-specific intermediate representations into optimized machine code for various hardware architectures.
|
E956198
|
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: GCC back end | Statement: [GNU NYU Ada Translator, basedOn, GCC back end]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GCC back end Context triple: [GNU NYU Ada Translator, basedOn, GCC back end]
-
A.
GCC
GCC is a regional political and economic union of Arab states bordering the Persian Gulf, focused on cooperation in areas such as trade, security, and cultural affairs.
-
B.
GCC
GCC is an honorific suffix denoting a high-ranking grade within the Order of Prince Henry, a Portuguese order of merit.
-
C.
GCC
GCC is the commonly used abbreviation for the Grand Council of the Crees, the political body representing the Cree Nation of Eeyou Istchee in northern Quebec, Canada.
-
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.
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.
- 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 back end Triple: [GNU NYU Ada Translator, basedOn, GCC back end]
Generated description
The GCC back end is the code-generation component of the GNU Compiler Collection that translates language-specific intermediate representations into optimized machine code for various hardware architectures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GCC back end Target entity description: The GCC back end is the code-generation component of the GNU Compiler Collection that translates language-specific intermediate representations into optimized machine code for various hardware architectures.
-
A.
GCC
GCC is a regional political and economic union of Arab states bordering the Persian Gulf, focused on cooperation in areas such as trade, security, and cultural affairs.
-
B.
GCC
GCC is the commonly used abbreviation for the Grand Council of the Crees, the political body representing the Cree Nation of Eeyou Istchee in northern Quebec, Canada.
-
C.
GCC
GCC is an honorific suffix denoting a high-ranking grade within the Order of Prince Henry, a Portuguese order of merit.
-
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.
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.
- 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903681a00819098c2b5260e2ef834 |
completed | April 10, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f459210d1c8190953cd01da3d2ad04 |
completed | May 1, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69f4645ef63881909b46937f73d637a3 |
completed | May 1, 2026, 8:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f465be4db08190882898a17d077019 |
completed | May 1, 2026, 8:35 a.m. |
Created at: April 8, 2026, 9:45 p.m.