Triple

T2834296
Position Surface form Disambiguated ID Type / Status
Subject GNU Hurd E62312 entity
Predicate usesComponent P35 FINISHED
Object GNU MIG (Mach Interface Generator)
GNU MIG (Mach Interface Generator) is a tool that compiles Mach interprocess communication interface definitions into C code, enabling message-based communication between user-space servers and the microkernel in GNU Hurd and other Mach-based systems.
E62312 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 MIG (Mach Interface Generator) | Statement: [GNU Hurd, usesComponent, GNU MIG (Mach Interface Generator)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GNU MIG (Mach Interface Generator)
Context triple: [GNU Hurd, usesComponent, GNU MIG (Mach Interface Generator)]
  • A. Mach microkernel
    Mach microkernel is a pioneering microkernel-based operating system kernel developed at Carnegie Mellon University, known for its message-passing architecture and influence on systems like NeXTSTEP and early versions of macOS.
  • B. Modula-3
    Modula-3 is a systems programming language designed as a safer, more modern successor to Modula-2, emphasizing strong typing, modularity, and support for concurrency and garbage collection.
  • C. Oberon operating system
    The Oberon operating system is a minimalist, modular OS designed by Niklaus Wirth and Jürg Gutknecht to accompany the Oberon programming language and demonstrate principles of simplicity and efficiency in system design.
  • D. GNU Hurd
    GNU Hurd is the GNU Project’s microkernel-based operating system server collection intended as a free Unix-like replacement, built to run on top of the Mach microkernel.
  • E. MINIX operating system
    MINIX operating system is a small, Unix-like, microkernel-based operating system originally created for teaching and research that later influenced the design of systems like Linux.
  • 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 MIG (Mach Interface Generator)
Triple: [GNU Hurd, usesComponent, GNU MIG (Mach Interface Generator)]
Generated description
GNU MIG (Mach Interface Generator) is a tool that compiles Mach interprocess communication interface definitions into C code, enabling message-based communication between user-space servers and the microkernel in GNU Hurd and other Mach-based systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GNU MIG (Mach Interface Generator)
Target entity description: GNU MIG (Mach Interface Generator) is a tool that compiles Mach interprocess communication interface definitions into C code, enabling message-based communication between user-space servers and the microkernel in GNU Hurd and other Mach-based systems.
  • A. Mach microkernel
    Mach microkernel is a pioneering microkernel-based operating system kernel developed at Carnegie Mellon University, known for its message-passing architecture and influence on systems like NeXTSTEP and early versions of macOS.
  • B. Modula-3
    Modula-3 is a systems programming language designed as a safer, more modern successor to Modula-2, emphasizing strong typing, modularity, and support for concurrency and garbage collection.
  • C. Oberon operating system
    The Oberon operating system is a minimalist, modular OS designed by Niklaus Wirth and Jürg Gutknecht to accompany the Oberon programming language and demonstrate principles of simplicity and efficiency in system design.
  • D. GNU Hurd chosen
    GNU Hurd is the GNU Project’s microkernel-based operating system server collection intended as a free Unix-like replacement, built to run on top of the Mach microkernel.
  • E. MINIX operating system
    MINIX operating system is a small, Unix-like, microkernel-based operating system originally created for teaching and research that later influenced the design of systems like Linux.
  • 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdec18b808190aedae2ed11d53b15 completed March 7, 2026, 8:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8c45c548190ac67b94a845cc730 completed March 10, 2026, 9:47 a.m.
NEDg Description generation batch_69afe9a000c4819085be1794bff0d506 completed March 10, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69b0010b0ddc8190b4bfb18448f88077 completed March 10, 2026, 11:31 a.m.
Created at: March 6, 2026, 10:01 p.m.