Triple

T12517308
Position Surface form Disambiguated ID Type / Status
Subject Apple Partition Map E299220 entity
Predicate usedBy P260 FINISHED
Object Open Firmware-based Macs
Open Firmware-based Macs are Apple Macintosh computers that use the Open Firmware boot architecture, common in PowerPC-era systems prior to the transition to Intel processors.
E987008 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: Open Firmware-based Macs | Statement: [Apple Partition Map, usedBy, Open Firmware-based Macs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Open Firmware-based Macs
Context triple: [Apple Partition Map, usedBy, Open Firmware-based Macs]
  • A. PowerPC-to-Intel Mac architecture transition
    The PowerPC-to-Intel Mac architecture transition was Apple’s mid-2000s shift of the Macintosh platform from PowerPC processors to Intel x86 chips, enabling improved performance, broader software compatibility, and new features like Boot Camp.
  • B. Apple graphics and compute ecosystem
    Apple graphics and compute ecosystem is the integrated stack of hardware, drivers, and software frameworks (like Metal and related tools) that powers graphics rendering and GPU-accelerated computation across Apple devices.
  • 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. 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.
  • E. Apple Macintosh ROM
    Apple Macintosh ROM is the built-in firmware of classic Macintosh computers that provides low-level hardware control and system startup routines used by operating systems and emulators.
  • 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: Open Firmware-based Macs
Triple: [Apple Partition Map, usedBy, Open Firmware-based Macs]
Generated description
Open Firmware-based Macs are Apple Macintosh computers that use the Open Firmware boot architecture, common in PowerPC-era systems prior to the transition to Intel processors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Open Firmware-based Macs
Target entity description: Open Firmware-based Macs are Apple Macintosh computers that use the Open Firmware boot architecture, common in PowerPC-era systems prior to the transition to Intel processors.
  • A. PowerPC-to-Intel Mac architecture transition
    The PowerPC-to-Intel Mac architecture transition was Apple’s mid-2000s shift of the Macintosh platform from PowerPC processors to Intel x86 chips, enabling improved performance, broader software compatibility, and new features like Boot Camp.
  • B. Apple graphics and compute ecosystem
    Apple graphics and compute ecosystem is the integrated stack of hardware, drivers, and software frameworks (like Metal and related tools) that powers graphics rendering and GPU-accelerated computation across Apple devices.
  • 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. 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.
  • E. Apple Macintosh ROM
    Apple Macintosh ROM is the built-in firmware of classic Macintosh computers that provides low-level hardware control and system startup routines used by operating systems and emulators.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541f80148190976d1d912fe155d0 completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bbd58b88190baeb99380babf64f completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce257348190b01179773992d414 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64da735f48190b051ce173c13e5b2 completed May 2, 2026, 7:16 p.m.
Created at: April 8, 2026, 9:57 p.m.