Triple
T9028136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universal 2 binary format |
E216097
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
Mach-O binary format
The Mach-O binary format is the native executable and object file format used by macOS and iOS systems for programs, libraries, and related binary code.
|
E773465
|
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: Mach-O binary format | Statement: [Universal 2 binary format, basedOn, Mach-O binary format]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mach-O binary format Context triple: [Universal 2 binary format, basedOn, Mach-O binary format]
-
A.
Universal 2 binary format
Universal 2 binary format is Apple’s macOS application packaging format that combines both Intel and Apple silicon (ARM) executables into a single app bundle for seamless cross-architecture support.
-
B.
dyld
dyld is the dynamic linker for macOS and other Darwin-based systems, responsible for loading and linking shared libraries at program startup and runtime.
-
C.
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.
-
D.
XNU
XNU is the hybrid operating system kernel developed by Apple that powers macOS and other Apple platforms, combining components from Mach and BSD.
-
E.
Dalvik Executable format
The Dalvik Executable format is a compact bytecode format used by Android to package and run compiled application code in its runtime environment.
- 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: Mach-O binary format Triple: [Universal 2 binary format, basedOn, Mach-O binary format]
Generated description
The Mach-O binary format is the native executable and object file format used by macOS and iOS systems for programs, libraries, and related binary code.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mach-O binary format Target entity description: The Mach-O binary format is the native executable and object file format used by macOS and iOS systems for programs, libraries, and related binary code.
-
A.
Universal 2 binary format
Universal 2 binary format is Apple’s macOS application packaging format that combines both Intel and Apple silicon (ARM) executables into a single app bundle for seamless cross-architecture support.
-
B.
dyld
dyld is the dynamic linker for macOS and other Darwin-based systems, responsible for loading and linking shared libraries at program startup and runtime.
-
C.
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.
-
D.
XNU
XNU is the hybrid operating system kernel developed by Apple that powers macOS and other Apple platforms, combining components from Mach and BSD.
-
E.
Dalvik Executable format
The Dalvik Executable format is a compact bytecode format used by Android to package and run compiled application code in its runtime environment.
- 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_69ca83a5fa88819088144801b4dd7245 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6a7fcb308190af90d6be8700e498 |
completed | April 1, 2026, 12:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdbc289648190834031537c8ce130 |
completed | April 3, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69cfde57a18c8190b4b8c8d2f521bd2c |
completed | April 3, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfdec619d081909fd6b268f4ce06b9 |
completed | April 3, 2026, 3:37 p.m. |
Created at: March 30, 2026, 7:07 p.m.