Triple
T11003615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matching Networks for One Shot Learning |
E260058
|
entity |
| Predicate | introducesConcept |
P201
|
FINISHED |
| Object |
matching networks
Matching networks are a neural network architecture designed to perform one-shot learning by leveraging metric-based comparisons between support and query examples.
|
E899063
|
NE FINISHED |
How this triple was built (4 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: matching networks | Statement: [Matching Networks for One Shot Learning, introducesConcept, matching networks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: matching networks Context triple: [Matching Networks for One Shot Learning, introducesConcept, matching networks]
-
A.
Penjaringan
Penjaringan is a coastal subdistrict in North Jakarta, Indonesia, known for its fishing communities, ports, and low-lying areas prone to flooding.
-
B.
Mutual Network
Mutual Network was a major American radio network that operated throughout much of the 20th century, known for its news, entertainment programs, and nationwide affiliates.
-
C.
communication nets
Communication nets are interconnected systems of nodes and links that enable the transmission, routing, and exchange of messages or data across distributed components.
-
D.
MIMO
MIMO (Multiple-Input Multiple-Output) is a wireless communication technique that uses multiple transmitting and receiving antennas to significantly increase data throughput and link reliability.
-
E.
E-band systems
E-band systems are high-frequency millimeter-wave communication platforms operating roughly in the 60–90 GHz range, commonly used for high-capacity wireless backhaul and point-to-point links.
- 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: matching networks Triple: [Matching Networks for One Shot Learning, introducesConcept, matching networks]
Generated description
Matching networks are a neural network architecture designed to perform one-shot learning by leveraging metric-based comparisons between support and query examples.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: matching networks Target entity description: Matching networks are a neural network architecture designed to perform one-shot learning by leveraging metric-based comparisons between support and query examples.
-
A.
Penjaringan
Penjaringan is a coastal subdistrict in North Jakarta, Indonesia, known for its fishing communities, ports, and low-lying areas prone to flooding.
-
B.
Mutual Network
Mutual Network was a major American radio network that operated throughout much of the 20th century, known for its news, entertainment programs, and nationwide affiliates.
-
C.
communication nets
Communication nets are interconnected systems of nodes and links that enable the transmission, routing, and exchange of messages or data across distributed components.
-
D.
MIMO
MIMO (Multiple-Input Multiple-Output) is a wireless communication technique that uses multiple transmitting and receiving antennas to significantly increase data throughput and link reliability.
-
E.
E-band systems
E-band systems are high-frequency millimeter-wave communication platforms operating roughly in the 60–90 GHz range, commonly used for high-capacity wireless backhaul and point-to-point links.
- F. None of above. chosen
Provenance (5 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797546f448190946ee6442d657dc5 |
completed | April 9, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3453d181081908cb58a957f4d1295 |
completed | April 18, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69e35570b0bc8190a939b0c8e3ce8105 |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e359508a388190a16d48a17015e13e |
completed | April 18, 2026, 10:13 a.m. |
Created at: April 8, 2026, 9:25 p.m.