Triple
T19693211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Network-in-Network architecture |
E472886
|
entity |
| Predicate | usesActivationFunction |
P16017
|
FINISHED |
| Object | ReLU |
—
|
NE NERFINISHED |
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: ReLU | Statement: [Network-in-Network architecture, usesActivationFunction, ReLU]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ReLU Context triple: [Network-in-Network architecture, usesActivationFunction, ReLU]
-
A.
ReLU
chosen
ReLU (Rectified Linear Unit) is a widely used activation function in neural networks that outputs zero for negative inputs and the input value itself for positive inputs, enabling efficient and stable training of deep models.
-
B.
Randomized ReLU
Randomized ReLU is a neural network activation function that introduces randomness into the slope of the negative part of the ReLU to improve robustness and generalization.
-
C.
RBM
RBM is a global partnership initiative dedicated to coordinating and scaling up efforts to prevent, control, and ultimately eliminate malaria worldwide.
-
D.
GRU
GRU is the IATA airport code for São Paulo–Guarulhos International Airport, the main international gateway serving São Paulo, Brazil.
-
E.
GRU
GRU is the abbreviation for the Georgian Rugby Union, the governing body responsible for overseeing and developing rugby union in Georgia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e515bef88190bc30781aea50537a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e64211e5d481908358d922e0dca271 |
completed | April 20, 2026, 3:11 p.m. |
Created at: April 10, 2026, 1:46 p.m.