Triple
T2792344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU Binutils |
E61957
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
windres
windres is the GNU Binutils resource compiler used to convert Windows resource files into object files for linking into executables.
|
E61957
|
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: windres | Statement: [GNU Binutils, contains, windres]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: windres Context triple: [GNU Binutils, contains, windres]
-
A.
MinGW
MinGW is a minimalist development environment for native Microsoft Windows applications that provides GNU toolchain components like GCC and related utilities.
-
B.
UPX
UPX is an executable packer and compressor commonly used to reduce the size of binary programs.
-
C.
GNU Binutils
GNU Binutils is a collection of binary tools, including assemblers, linkers, and related utilities, widely used in software development for compiling and manipulating executable programs and object files.
-
D.
Windows SDK
Windows SDK is Microsoft's official collection of tools, headers, libraries, and documentation used by developers to build applications for the Windows operating system.
-
E.
Win32 API
Win32 API is Microsoft's core programming interface for developing native desktop applications that interact directly with the Windows operating system.
- 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: windres Triple: [GNU Binutils, contains, windres]
Generated description
windres is the GNU Binutils resource compiler used to convert Windows resource files into object files for linking into executables.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: windres Target entity description: windres is the GNU Binutils resource compiler used to convert Windows resource files into object files for linking into executables.
-
A.
MinGW
MinGW is a minimalist development environment for native Microsoft Windows applications that provides GNU toolchain components like GCC and related utilities.
-
B.
UPX
UPX is an executable packer and compressor commonly used to reduce the size of binary programs.
-
C.
GNU Binutils
chosen
GNU Binutils is a collection of binary tools, including assemblers, linkers, and related utilities, widely used in software development for compiling and manipulating executable programs and object files.
-
D.
Windows SDK
Windows SDK is Microsoft's official collection of tools, headers, libraries, and documentation used by developers to build applications for the Windows operating system.
-
E.
Win32 API
Win32 API is Microsoft's core programming interface for developing native desktop applications that interact directly with the Windows operating system.
- F. None of above.
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_69ab4b7f51d881908768300ebd2fbdae |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abddd107ac81908eb1a6946834eee3 |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc65ebe788190859012e930918b05 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6c6c620819098b76db174a6f98e |
completed | March 10, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc72b2e3c8190aad78ac8924f07af |
completed | March 10, 2026, 7:24 a.m. |
Created at: March 6, 2026, 9:58 p.m.