Triple
T8363400
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whistler |
E197063
|
entity |
| Predicate | introducedFeatureFamily |
P82307
|
FINISHED |
| Object |
Fast User Switching (in development)
Fast User Switching (in development) was a planned Windows feature aimed at allowing multiple users to stay logged in and quickly switch between their sessions without closing applications.
|
E727978
|
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: Fast User Switching (in development) | Statement: [Whistler, introducedFeatureFamily, Fast User Switching (in development)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fast User Switching (in development) Context triple: [Whistler, introducedFeatureFamily, Fast User Switching (in development)]
-
A.
Luks
Luks is the surname of American realist painter and Ashcan School member George Luks.
-
B.
UAC
UAC is the commonly used acronym for the United Athletic Conference, an NCAA Division I FCS college football conference in the United States.
-
C.
UAC
UAC is a Windows security feature that helps prevent unauthorized changes to the operating system by prompting for permission or administrator approval.
-
D.
User Account Control
User Account Control is a Windows security mechanism that limits application privileges and prompts for consent or administrator approval before allowing potentially system-altering actions.
-
E.
Usery
Usery is a surname most notably associated with William J. Usery Jr., a prominent American labor union activist and U.S. Secretary of Labor.
- 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: Fast User Switching (in development) Triple: [Whistler, introducedFeatureFamily, Fast User Switching (in development)]
Generated description
Fast User Switching (in development) was a planned Windows feature aimed at allowing multiple users to stay logged in and quickly switch between their sessions without closing applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fast User Switching (in development) Target entity description: Fast User Switching (in development) was a planned Windows feature aimed at allowing multiple users to stay logged in and quickly switch between their sessions without closing applications.
-
A.
Luks
Luks is the surname of American realist painter and Ashcan School member George Luks.
-
B.
UAC
UAC is the commonly used acronym for the United Athletic Conference, an NCAA Division I FCS college football conference in the United States.
-
C.
UAC
UAC is a Windows security feature that helps prevent unauthorized changes to the operating system by prompting for permission or administrator approval.
-
D.
User Account Control
User Account Control is a Windows security mechanism that limits application privileges and prompts for consent or administrator approval before allowing potentially system-altering actions.
-
E.
Usery
Usery is a surname most notably associated with William J. Usery Jr., a prominent American labor union activist and U.S. Secretary of Labor.
- 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_69ca82f2dbe48190aba982e75a0d94de |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cbd120a1ec8190a8dc101fa1371780 |
completed | March 31, 2026, 1:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc77cf2ac8190a1c5b618fd64da73 |
completed | April 2, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69cdcc88456c8190ba8613b4cbf40fbb |
completed | April 2, 2026, 1:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdcd75714881908f0b069a94ee334f |
completed | April 2, 2026, 1:59 a.m. |
Created at: March 30, 2026, 6 p.m.