Triple
T2066355
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 3D NAND |
E45909
|
entity |
| Predicate | canUseCellType |
P9928
|
FINISHED |
| Object |
TLC (triple-level cell)
TLC (triple-level cell) is a type of NAND flash memory that stores three bits of data per cell, offering higher storage density at lower cost but typically with reduced endurance and performance compared to single- and multi-level cell technologies.
|
E232179
|
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: TLC (triple-level cell) | Statement: [3D NAND, canUseCellType, TLC (triple-level cell)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TLC (triple-level cell) Context triple: [3D NAND, canUseCellType, TLC (triple-level cell)]
-
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.
T2 security chip
The T2 security chip is Apple’s custom coprocessor that enhances Mac security by handling encrypted storage, secure boot, and other hardware-level protections.
-
D.
SanDisk
SanDisk is a prominent data storage brand known for its flash memory products such as SD cards, USB drives, and solid-state drives.
-
E.
Monolithic Memories
Monolithic Memories was a semiconductor company known for developing programmable read-only memory (PROM) and logic devices after being spun off from Fairchild Semiconductor.
- 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: TLC (triple-level cell) Triple: [3D NAND, canUseCellType, TLC (triple-level cell)]
Generated description
TLC (triple-level cell) is a type of NAND flash memory that stores three bits of data per cell, offering higher storage density at lower cost but typically with reduced endurance and performance compared to single- and multi-level cell technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TLC (triple-level cell) Target entity description: TLC (triple-level cell) is a type of NAND flash memory that stores three bits of data per cell, offering higher storage density at lower cost but typically with reduced endurance and performance compared to single- and multi-level cell technologies.
-
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.
T2 security chip
The T2 security chip is Apple’s custom coprocessor that enhances Mac security by handling encrypted storage, secure boot, and other hardware-level protections.
-
D.
SanDisk
SanDisk is a prominent data storage brand known for its flash memory products such as SD cards, USB drives, and solid-state drives.
-
E.
Monolithic Memories
Monolithic Memories was a semiconductor company known for developing programmable read-only memory (PROM) and logic devices after being spun off from Fairchild Semiconductor.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: canUseCellType Context triple: [3D NAND, canUseCellType, TLC (triple-level cell)]
-
A.
canUse
chosen
Indicates that one entity has the ability, permission, or suitability to make use of another entity or resource.
-
B.
canBeUsedOver
Indicates that one entity is suitable or valid for use in place of, or in relation to, another entity.
-
C.
usesToolType
Indicates that an entity performs an action or fulfills a role by employing a specific type or category of tool.
-
D.
canBe
Indicates that one entity has the potential, permission, or capability to become, perform as, or be classified as another entity.
-
E.
usedCapability
Indicates that an entity employed or exercised a particular capability, skill, or function in performing an action or achieving a result.
- F. None of above.
Provenance (6 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. |
Created at: March 4, 2026, 7:40 p.m.