Triple

T2834294
Position Surface form Disambiguated ID Type / Status
Subject GNU Hurd E62312 entity
Predicate acronymExpansion P42398 FINISHED
Object Hird of Unix-Replacing Daemons
Hird of Unix-Replacing Daemons is the recursive backronym behind the name GNU Hurd, referring to its architecture of multiple servers (daemons) designed to collectively replace traditional Unix kernel functionality.
 E302580 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: Hird of Unix-Replacing Daemons | Statement: [GNU Hurd, acronymExpansion, Hird of Unix-Replacing Daemons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hird of Unix-Replacing Daemons
Context triple: [GNU Hurd, acronymExpansion, Hird of Unix-Replacing Daemons]
  • A. The Unix Programming Environment
    The Unix Programming Environment is a classic 1984 book by Brian W. Kernighan and Rob Pike that introduces the philosophy, tools, and practices of software development on Unix systems.
  • B. The Universal Operating System
    The Universal Operating System is the official motto of the Debian project, emphasizing its goal of providing a versatile, freely available operating system that runs on a wide range of hardware and use cases.
  • C. 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.
  • D. The Cathedral and the Bazaar
    The Cathedral and the Bazaar is a highly influential essay and book on open-source software development that contrasts centralized, top-down programming models with decentralized, collaborative approaches.
  • E. The Art of Unix Programming
    The Art of Unix Programming is a book that explores the philosophy, design principles, and culture of Unix software development, emphasizing simplicity, modularity, and the Unix way.
  • 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: Hird of Unix-Replacing Daemons
Triple: [GNU Hurd, acronymExpansion, Hird of Unix-Replacing Daemons]
Generated description
Hird of Unix-Replacing Daemons is the recursive backronym behind the name GNU Hurd, referring to its architecture of multiple servers (daemons) designed to collectively replace traditional Unix kernel functionality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hird of Unix-Replacing Daemons
Target entity description: Hird of Unix-Replacing Daemons is the recursive backronym behind the name GNU Hurd, referring to its architecture of multiple servers (daemons) designed to collectively replace traditional Unix kernel functionality.
  • A. The Unix Programming Environment
    The Unix Programming Environment is a classic 1984 book by Brian W. Kernighan and Rob Pike that introduces the philosophy, tools, and practices of software development on Unix systems.
  • B. The Universal Operating System
    The Universal Operating System is the official motto of the Debian project, emphasizing its goal of providing a versatile, freely available operating system that runs on a wide range of hardware and use cases.
  • C. 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.
  • D. The Cathedral and the Bazaar
    The Cathedral and the Bazaar is a highly influential essay and book on open-source software development that contrasts centralized, top-down programming models with decentralized, collaborative approaches.
  • E. The Art of Unix Programming
    The Art of Unix Programming is a book that explores the philosophy, design principles, and culture of Unix software development, emphasizing simplicity, modularity, and the Unix way.
  • 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_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.