Triple
T9614355
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Micron Technology |
E232180
|
entity |
| Predicate | R&DFocus |
P31
|
FINISHED |
| Object | 3D NAND |
E45909
|
NE FINISHED |
How this triple was built (2 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: 3D NAND | Statement: [Micron Technology, R&DFocus, 3D NAND]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 3D NAND Context triple: [Micron Technology, R&DFocus, 3D 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.
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.
-
C.
TSMC N3B
TSMC N3B is an advanced 3-nanometer semiconductor manufacturing process variant developed by TSMC, optimized for high-performance, power-efficient chips used in cutting-edge mobile devices.
-
D.
NVMe
NVMe (Non-Volatile Memory Express) is a high-performance storage protocol designed specifically for solid-state drives over PCIe, offering significantly lower latency and higher throughput than traditional storage interfaces like SATA.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84867bb88190b4b57dd5a56d5691 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9aaaa47881908d69381d4d11f49b |
completed | April 1, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d17958287081908e337bdbe9ea366f |
completed | April 4, 2026, 8:49 p.m. |
Created at: March 30, 2026, 8:09 p.m.