Triple
T10243936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RemoteFX |
E193839
|
entity |
| Predicate | replacedBy |
P101
|
FINISHED |
| Object |
Discrete Device Assignment
Discrete Device Assignment is a Hyper-V virtualization feature that allows direct passthrough of physical PCIe devices to virtual machines for near-native performance and hardware access.
|
E853538
|
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: Discrete Device Assignment | Statement: [RemoteFX, replacedBy, Discrete Device Assignment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Discrete Device Assignment Context triple: [RemoteFX, replacedBy, Discrete Device Assignment]
-
A.
Compute Unified Device Architecture
Compute Unified Device Architecture (CUDA) is NVIDIA's parallel computing platform and programming model that enables developers to use GPUs for general-purpose processing to accelerate computationally intensive applications.
-
B.
Code Division Multiple Access
Code Division Multiple Access (CDMA) is a digital cellular technology that allows multiple users to share the same frequency band simultaneously by assigning unique codes to each user’s signal.
-
C.
Frequency Division Multiple Access
Frequency Division Multiple Access (FDMA) is a channel access method in which the available bandwidth is divided into distinct frequency bands so multiple users can transmit simultaneously on different frequencies.
-
D.
Scarf algorithm
The Scarf algorithm is a combinatorial method in mathematical economics and game theory used to compute fixed points and prove the existence of equilibria in markets and games.
-
E.
DCCPS
DCCPS is a branch of the U.S. National Cancer Institute that leads research and programs focused on cancer prevention, control, and population sciences.
- 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: Discrete Device Assignment Triple: [RemoteFX, replacedBy, Discrete Device Assignment]
Generated description
Discrete Device Assignment is a Hyper-V virtualization feature that allows direct passthrough of physical PCIe devices to virtual machines for near-native performance and hardware access.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Discrete Device Assignment Target entity description: Discrete Device Assignment is a Hyper-V virtualization feature that allows direct passthrough of physical PCIe devices to virtual machines for near-native performance and hardware access.
-
A.
Compute Unified Device Architecture
Compute Unified Device Architecture (CUDA) is NVIDIA's parallel computing platform and programming model that enables developers to use GPUs for general-purpose processing to accelerate computationally intensive applications.
-
B.
Code Division Multiple Access
Code Division Multiple Access (CDMA) is a digital cellular technology that allows multiple users to share the same frequency band simultaneously by assigning unique codes to each user’s signal.
-
C.
Frequency Division Multiple Access
Frequency Division Multiple Access (FDMA) is a channel access method in which the available bandwidth is divided into distinct frequency bands so multiple users can transmit simultaneously on different frequencies.
-
D.
Scarf algorithm
The Scarf algorithm is a combinatorial method in mathematical economics and game theory used to compute fixed points and prove the existence of equilibria in markets and games.
-
E.
DCCPS
DCCPS is a branch of the U.S. National Cancer Institute that leads research and programs focused on cancer prevention, control, and population sciences.
- 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_69d381a7e198819090280d5ab885d59e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d22a76188190a73df23bfb08eb3d |
completed | April 7, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f7936ce4819087f07df2c7a76282 |
completed | April 9, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69d6fa2f7a848190a9de5de4d0f3f110 |
completed | April 9, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6fcbab3ec8190ade1c0223c22ad58 |
completed | April 9, 2026, 1:11 a.m. |
Created at: April 6, 2026, 11:26 a.m.