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.