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.