Triple
T10214151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metal Performance Shaders |
E242399
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object | MPSNNGraph |
E732975
|
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: MPSNNGraph | Statement: [Metal Performance Shaders, supports, MPSNNGraph]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MPSNNGraph Context triple: [Metal Performance Shaders, supports, MPSNNGraph]
-
A.
Hexagon NN library
Hexagon NN library is a neural network software framework optimized for Qualcomm's Hexagon DSP architecture to accelerate on-device AI inference.
-
B.
DGL
DGL is the vehicle registration code assigned to the town of Głogów in Poland.
-
C.
BNNS
chosen
BNNS (Basic Neural Network Subroutines) is Apple’s low-level, hardware-accelerated framework for performing neural network and machine learning computations efficiently on Apple devices.
-
D.
EGCN
EGCN is the ICAO airport code for Doncaster Sheffield Airport, a former international airport in South Yorkshire, England.
-
E.
NPU
NPU is the commonly used abbreviation for the National Police of Ukraine, the country’s central law enforcement agency responsible for maintaining public order and safety.
- 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_69d381ae26c48190985abd0e25ee5d04 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d3aa24efc081909714d98943543283 |
completed | April 6, 2026, 12:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d652ea80dc81908bc65ee2ec390467 |
completed | April 8, 2026, 1:06 p.m. |
Created at: April 6, 2026, 11:04 a.m.