Triple
T8220608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ReadyBoost |
E192047
|
entity |
| Predicate | relatedTechnology |
P1485
|
FINISHED |
| Object |
Windows Prefetch
Windows Prefetch is a performance optimization feature in Microsoft Windows that accelerates application and system startup by preloading frequently used data into memory based on past usage patterns.
|
E719155
|
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: Windows Prefetch | Statement: [ReadyBoost, relatedTechnology, Windows Prefetch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Windows Prefetch Context triple: [ReadyBoost, relatedTechnology, Windows Prefetch]
-
A.
ReadyBoost
ReadyBoost is a Windows technology that uses USB flash drives or other removable media as a cache to help improve system performance, especially on computers with limited RAM.
-
B.
DirectStorage
DirectStorage is a Microsoft API designed to dramatically speed up game asset loading by enabling high-bandwidth, low-latency data streaming from NVMe storage directly to the GPU.
-
C.
Windows Copilot
Windows Copilot is Microsoft's AI-powered assistant integrated into Windows to provide centralized, conversational help with system tasks, settings, and productivity features.
-
D.
Speccy
Speccy is a popular nickname for the ZX Spectrum, an iconic 1980s 8-bit home computer known for its distinctive rubber keyboard and influential role in early video gaming and home computing.
-
E.
Windows Media Player
Windows Media Player is Microsoft’s built-in multimedia application for playing audio, video, and streaming media on Windows operating systems.
- 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: Windows Prefetch Triple: [ReadyBoost, relatedTechnology, Windows Prefetch]
Generated description
Windows Prefetch is a performance optimization feature in Microsoft Windows that accelerates application and system startup by preloading frequently used data into memory based on past usage patterns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Windows Prefetch Target entity description: Windows Prefetch is a performance optimization feature in Microsoft Windows that accelerates application and system startup by preloading frequently used data into memory based on past usage patterns.
-
A.
ReadyBoost
ReadyBoost is a Windows technology that uses USB flash drives or other removable media as a cache to help improve system performance, especially on computers with limited RAM.
-
B.
DirectStorage
DirectStorage is a Microsoft API designed to dramatically speed up game asset loading by enabling high-bandwidth, low-latency data streaming from NVMe storage directly to the GPU.
-
C.
Windows Copilot
Windows Copilot is Microsoft's AI-powered assistant integrated into Windows to provide centralized, conversational help with system tasks, settings, and productivity features.
-
D.
Speccy
Speccy is a popular nickname for the ZX Spectrum, an iconic 1980s 8-bit home computer known for its distinctive rubber keyboard and influential role in early video gaming and home computing.
-
E.
Windows Media Player
Windows Media Player is Microsoft’s built-in multimedia application for playing audio, video, and streaming media on Windows operating systems.
- 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_69ca82c9a8ac81908b011c38698456e4 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb77c782a8819086019ab6bac05749 |
completed | March 31, 2026, 7:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccee01ed9c819086bfc35e89f7bad8 |
completed | April 1, 2026, 10:05 a.m. |
| NEDg | Description generation | batch_69ccf1bbbd2481908400436e05911326 |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05eaba1c81908510a20b1ca93821 |
completed | April 1, 2026, 11:47 a.m. |
Created at: March 30, 2026, 5:45 p.m.