Triple
T9003969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | macOS SDK |
E215097
|
entity |
| Predicate | containsFramework |
P58147
|
FINISHED |
| Object |
Network framework
Network framework is Apple’s modern networking API for macOS and other Apple platforms, providing high-level, secure, and efficient support for TCP/IP, UDP, and advanced network features.
|
E770623
|
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: Network framework | Statement: [macOS SDK, containsFramework, Network framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Network framework Context triple: [macOS SDK, containsFramework, Network framework]
-
A.
Framework
"Framework" is the title of ISO/IEC 11179-1, the foundational part of the international standard that defines the overall concepts and structure for metadata registries.
-
B.
Network
Network is a 1976 satirical drama film directed by Sidney Lumet that critiques television news and media sensationalism.
-
C.
Foundation framework
The Foundation framework is a core Objective-C and Swift library in Apple’s development ecosystem that provides essential data types, collections, and utilities for building macOS, iOS, and other Apple platform applications.
-
D.
Network interface layer
The network interface layer is the lowest layer in the Internet protocol suite responsible for transmitting raw packets over physical network media using hardware-specific addressing and framing.
-
E.
Network Infrastructure
Network Infrastructure is a Nokia business segment focused on providing networking hardware, software, and services that enable high-performance, reliable communication networks for service providers and enterprises.
- 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: Network framework Triple: [macOS SDK, containsFramework, Network framework]
Generated description
Network framework is Apple’s modern networking API for macOS and other Apple platforms, providing high-level, secure, and efficient support for TCP/IP, UDP, and advanced network features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Network framework Target entity description: Network framework is Apple’s modern networking API for macOS and other Apple platforms, providing high-level, secure, and efficient support for TCP/IP, UDP, and advanced network features.
-
A.
Framework
"Framework" is the title of ISO/IEC 11179-1, the foundational part of the international standard that defines the overall concepts and structure for metadata registries.
-
B.
Network
Network is a 1976 satirical drama film directed by Sidney Lumet that critiques television news and media sensationalism.
-
C.
Foundation framework
The Foundation framework is a core Objective-C and Swift library in Apple’s development ecosystem that provides essential data types, collections, and utilities for building macOS, iOS, and other Apple platform applications.
-
D.
Network interface layer
The network interface layer is the lowest layer in the Internet protocol suite responsible for transmitting raw packets over physical network media using hardware-specific addressing and framing.
-
E.
Network Infrastructure
Network Infrastructure is a Nokia business segment focused on providing networking hardware, software, and services that enable high-performance, reliable communication networks for service providers and enterprises.
- 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_69ca83a12d648190b1e4fe11e8a31890 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6959497c8190a748c78504dd2eb6 |
completed | April 1, 2026, 12:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0e3f0c88190ae688632be25e5c9 |
completed | April 3, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69cfd17e5850819087fbb60fdc612fd9 |
completed | April 3, 2026, 2:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd215204c8190886cc071f100aab6 |
completed | April 3, 2026, 2:43 p.m. |
Created at: March 30, 2026, 7:05 p.m.