Triple

T2066379
Position Surface form Disambiguated ID Type / Status
Subject 3D NAND E45909 entity
Predicate firstMassProductionProductName P35144 FINISHED
Object V-NAND
V-NAND is Samsung's brand name for its vertically stacked 3D NAND flash memory technology, designed to increase storage density and performance compared to traditional planar NAND.
E45909 NE FINISHED

How this triple was built (5 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: V-NAND | Statement: [3D NAND, firstMassProductionProductName, V-NAND]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: V-NAND
Context triple: [3D NAND, firstMassProductionProductName, V-NAND]
  • A. 3D NAND
    3D NAND is a type of flash memory in which memory cells are stacked vertically in multiple layers to achieve higher storage density, lower cost per bit, and improved performance compared to traditional planar NAND.
  • B. eMMC
    eMMC (embedded MultiMediaCard) is an integrated flash storage standard commonly used in smartphones, tablets, and other consumer electronics to provide compact, low-cost, non-volatile memory.
  • C. U.2
    U.2 is a computer storage interface standard used primarily to connect high-performance NVMe solid-state drives to enterprise servers via a 2.5-inch form factor.
  • D. NVIDIA Ampere architecture
    NVIDIA Ampere architecture is a GPU microarchitecture from NVIDIA that powers RTX 30-series graphics cards, delivering significant improvements in ray tracing, AI performance, and power efficiency over previous generations.
  • E. SAS SSDs
    SAS SSDs are high-performance solid-state drives that use the Serial Attached SCSI interface, commonly deployed in enterprise servers and storage systems for fast, reliable data access.
  • 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: V-NAND
Triple: [3D NAND, firstMassProductionProductName, V-NAND]
Generated description
V-NAND is Samsung's brand name for its vertically stacked 3D NAND flash memory technology, designed to increase storage density and performance compared to traditional planar NAND.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: V-NAND
Target entity description: V-NAND is Samsung's brand name for its vertically stacked 3D NAND flash memory technology, designed to increase storage density and performance compared to traditional planar NAND.
  • A. 3D NAND chosen
    3D NAND is a type of flash memory in which memory cells are stacked vertically in multiple layers to achieve higher storage density, lower cost per bit, and improved performance compared to traditional planar NAND.
  • B. eMMC
    eMMC (embedded MultiMediaCard) is an integrated flash storage standard commonly used in smartphones, tablets, and other consumer electronics to provide compact, low-cost, non-volatile memory.
  • C. U.2
    U.2 is a computer storage interface standard used primarily to connect high-performance NVMe solid-state drives to enterprise servers via a 2.5-inch form factor.
  • D. NVIDIA Ampere architecture
    NVIDIA Ampere architecture is a GPU microarchitecture from NVIDIA that powers RTX 30-series graphics cards, delivering significant improvements in ray tracing, AI performance, and power efficiency over previous generations.
  • E. SAS SSDs
    SAS SSDs are high-performance solid-state drives that use the Serial Attached SCSI interface, commonly deployed in enterprise servers and storage systems for fast, reliable data access.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstMassProductionProductName
Context triple: [3D NAND, firstMassProductionProductName, V-NAND]
  • A. massProduced
    Indicates that an item is manufactured in large quantities, typically using standardized, industrial production processes.
  • B. codenameOfFirstGeneration
    Indicates that one entity is the codename assigned to the first generation of another entity.
  • C. modelProduced
    Indicates that a particular model has generated or produced a specified output, result, or artifact.
  • D. lastModelProduced
    Indicates that one entity is the most recently created or generated model associated with another entity.
  • E. firstGenerationProduction
    Indicates that the production or creation of something belongs to its initial or earliest generation in a sequence or lineage.
  • F. None of above. chosen

Provenance (7 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_69a8891b38288190abd572ccad9b6928 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9f0cb888190a97884f5a722d91f completed March 7, 2026, 5:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2722b5048190a78978a64167cda2 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae29897e3081908e7b981224edc96e completed March 9, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69ae29f834d481908d96b0cf9fe10605 completed March 9, 2026, 2:01 a.m.
PD Predicate disambiguation batch_69abb7aee9b48190999620176e3a6ee2 completed March 7, 2026, 5:29 a.m.
PDg Predicate description generation batch_69abb87b9fc08190a748c278ef2d7dc7 completed March 7, 2026, 5:32 a.m.
Created at: March 4, 2026, 7:40 p.m.