Triple
T4275731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swift Package Manager |
E97043
|
entity |
| Predicate | includedIn |
P1393
|
FINISHED |
| Object |
Swift toolchain
The Swift toolchain is the complete set of compilers, libraries, and development tools used to build, run, and manage Swift applications across supported platforms.
|
E427895
|
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: Swift toolchain | Statement: [Swift Package Manager, includedIn, Swift toolchain]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swift toolchain Context triple: [Swift Package Manager, includedIn, Swift toolchain]
-
A.
Swift Package Manager
Swift Package Manager is the official tool for managing, building, and distributing Swift code and dependencies across projects.
-
B.
Swift
Swift is a modern, compiled programming language developed by Apple for building fast, safe, and expressive applications across its platforms and beyond.
-
C.
Swift
Swift is a common English surname borne by numerous notable figures, including the Anglo-Irish satirist Jonathan Swift.
-
D.
Swift
Swift is a NASA space telescope mission dedicated to detecting and rapidly observing gamma-ray bursts and other high-energy astrophysical phenomena.
-
E.
Swift Standard Library
The Swift Standard Library is the core collection of fundamental types, protocols, and utilities that provide essential functionality for writing programs in the Swift programming language.
- 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: Swift toolchain Triple: [Swift Package Manager, includedIn, Swift toolchain]
Generated description
The Swift toolchain is the complete set of compilers, libraries, and development tools used to build, run, and manage Swift applications across supported platforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swift toolchain Target entity description: The Swift toolchain is the complete set of compilers, libraries, and development tools used to build, run, and manage Swift applications across supported platforms.
-
A.
Swift Package Manager
Swift Package Manager is the official tool for managing, building, and distributing Swift code and dependencies across projects.
-
B.
Swift
Swift is a modern, compiled programming language developed by Apple for building fast, safe, and expressive applications across its platforms and beyond.
-
C.
Swift
Swift is a NASA space telescope mission dedicated to detecting and rapidly observing gamma-ray bursts and other high-energy astrophysical phenomena.
-
D.
Swift
Swift is a common English surname borne by numerous notable figures, including the Anglo-Irish satirist Jonathan Swift.
-
E.
Swift Standard Library
The Swift Standard Library is the core collection of fundamental types, protocols, and utilities that provide essential functionality for writing programs in the Swift programming language.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501c35688190a7d15d904f15f968 |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b0b2ec819090ccf042917ae207 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b8ac37c88190ad2c6a8358e17554 |
completed | March 14, 2026, 7:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b92eec8c81908c114238af39450f |
completed | March 14, 2026, 7:38 p.m. |
Created at: March 12, 2026, 11:07 p.m.