Triple

T2792330
Position Surface form Disambiguated ID Type / Status
Subject GNU Binutils E61957 entity
Predicate contains P35 FINISHED
Object GNU LD
GNU LD is the GNU Project’s linker, used to combine object files and libraries into executables and other binary formats as part of the GNU toolchain.
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: GNU LD | Statement: [GNU Binutils, contains, GNU LD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GNU LD
Context triple: [GNU Binutils, contains, GNU LD]
  • A. 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.
  • B. LLD linker
    LLD linker is LLVM’s high-performance, modern linker designed as a faster, drop-in replacement for traditional system linkers across multiple platforms.
  • C. GNU libtool
    GNU libtool is a generic library support script that simplifies the process of creating and using shared and static libraries in a portable way across different Unix-like systems.
  • D. GNU toolchain
    The GNU toolchain is a collection of programming tools, including compilers, linkers, assemblers, and debuggers, widely used for building and developing software on Unix-like systems.
  • E. 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.
  • 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: GNU LD
Triple: [GNU Binutils, contains, GNU LD]
Generated description
GNU LD is the GNU Project’s linker, used to combine object files and libraries into executables and other binary formats as part of the GNU toolchain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GNU LD
Target entity description: GNU LD is the GNU Project’s linker, used to combine object files and libraries into executables and other binary formats as part of the GNU toolchain.
  • A. 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.
  • B. LLD linker
    LLD linker is LLVM’s high-performance, modern linker designed as a faster, drop-in replacement for traditional system linkers across multiple platforms.
  • C. GNU libtool
    GNU libtool is a generic library support script that simplifies the process of creating and using shared and static libraries in a portable way across different Unix-like systems.
  • D. GNU toolchain
    The GNU toolchain is a collection of programming tools, including compilers, linkers, assemblers, and debuggers, widely used for building and developing software on Unix-like systems.
  • E. 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.
  • 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.