Triple

T12517317
Position Surface form Disambiguated ID Type / Status
Subject Apple Partition Map E299220 entity
Predicate associatedWithFirmware P105415 FINISHED
Object Open Firmware
Open Firmware is a platform-independent boot firmware standard, based on the Forth programming language, used to initialize hardware and load operating systems on various computer systems.
E987009 NE FINISHED

How this triple was built (5 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 | Statement: [Apple Partition Map, associatedWithFirmware, Open Firmware]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Open Firmware
Context triple: [Apple Partition Map, associatedWithFirmware, Open Firmware]
  • A. I/O Kit
    I/O Kit is macOS and iOS’s object-oriented driver framework that manages hardware devices and their interaction with the operating system.
  • B. XNU
    XNU is the hybrid operating system kernel developed by Apple that powers macOS and other Apple platforms, combining components from Mach and BSD.
  • 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. NeXTSTEP Foundation Kit
    NeXTSTEP Foundation Kit is an object-oriented application framework developed by NeXT Inc. that provided core classes and services for building NeXTSTEP applications and later influenced Apple’s Cocoa frameworks.
  • E. Illumos
    Illumos is an open-source Unix operating system derived from OpenSolaris, widely used as a foundation for advanced server, cloud, and storage platforms.
  • 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
Triple: [Apple Partition Map, associatedWithFirmware, Open Firmware]
Generated description
Open Firmware is a platform-independent boot firmware standard, based on the Forth programming language, used to initialize hardware and load operating systems on various computer systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Open Firmware
Target entity description: Open Firmware is a platform-independent boot firmware standard, based on the Forth programming language, used to initialize hardware and load operating systems on various computer systems.
  • A. I/O Kit
    I/O Kit is macOS and iOS’s object-oriented driver framework that manages hardware devices and their interaction with the operating system.
  • B. XNU
    XNU is the hybrid operating system kernel developed by Apple that powers macOS and other Apple platforms, combining components from Mach and BSD.
  • 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. NeXTSTEP Foundation Kit
    NeXTSTEP Foundation Kit is an object-oriented application framework developed by NeXT Inc. that provided core classes and services for building NeXTSTEP applications and later influenced Apple’s Cocoa frameworks.
  • E. Illumos
    Illumos is an open-source Unix operating system derived from OpenSolaris, widely used as a foundation for advanced server, cloud, and storage platforms.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: associatedWithFirmware
Context triple: [Apple Partition Map, associatedWithFirmware, Open Firmware]
  • A. associatedWithFront
    Indicates a relationship where one entity is linked or connected specifically to the front part, side, or face of another entity.
  • B. associatedWithUse
    Indicates a relationship where one entity is connected to or involved in the use or utilization of another entity.
  • C. associatedWithMode
    Indicates a relationship in which something is linked or connected to a particular mode, method, or manner of operation or behavior.
  • D. associatedInstallation
    Indicates a relationship where one entity is linked to, or occurs in connection with, a particular installation (such as a facility, system, or setup) with which it is contextually or functionally related.
  • E. relatedDevice
    Indicates that one device has an association or connection to another device, without specifying the exact nature of that relationship.
  • F. None of above. chosen

Provenance (7 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_69d954b867dc8190af8a70f797e4d133 completed April 10, 2026, 7:51 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.
PD Predicate disambiguation batch_69d954096af88190b6be81b008c82139 completed April 10, 2026, 7:48 p.m.
PDg Predicate description generation batch_69d954b715fc819091fa84430be46273 completed April 10, 2026, 7:51 p.m.
Created at: April 8, 2026, 9:57 p.m.