Triple
T11003620
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matching Networks for One Shot Learning |
E260058
|
entity |
| Predicate | datasetUsed |
P16906
|
FINISHED |
| Object |
Omniglot
Omniglot is a widely used benchmark dataset of handwritten characters from numerous alphabets, designed to evaluate one-shot and few-shot learning in machine learning research.
|
E899066
|
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: Omniglot | Statement: [Matching Networks for One Shot Learning, datasetUsed, Omniglot]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Omniglot Context triple: [Matching Networks for One Shot Learning, datasetUsed, Omniglot]
-
A.
Alfabeto Unificado
Alfabeto Unificado is a standardized writing system proposed for the Mapudungun language to promote consistent spelling and literacy among its speakers.
-
B.
Cherokee syllabary
The Cherokee syllabary is a writing system of 85 characters created in the early 19th century to represent the sounds of the Cherokee language and dramatically increase literacy among Cherokee people.
-
C.
Pazhaya lipi
Pazhaya lipi is an early, archaic form of the Malayalam writing system used in historical inscriptions and manuscripts before the adoption of the modern script.
-
D.
Tagbanwa script
Tagbanwa script is an indigenous Brahmic-derived writing system historically used by the Tagbanwa people of Palawan in the Philippines to write their native languages.
-
E.
Tai Nüa script
The Tai Nüa script is an abugida used primarily by the Tai Nüa (Dai) people of China and Southeast Asia to write the Tai Nüa language.
- 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: Omniglot Triple: [Matching Networks for One Shot Learning, datasetUsed, Omniglot]
Generated description
Omniglot is a widely used benchmark dataset of handwritten characters from numerous alphabets, designed to evaluate one-shot and few-shot learning in machine learning research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Omniglot Target entity description: Omniglot is a widely used benchmark dataset of handwritten characters from numerous alphabets, designed to evaluate one-shot and few-shot learning in machine learning research.
-
A.
Alfabeto Unificado
Alfabeto Unificado is a standardized writing system proposed for the Mapudungun language to promote consistent spelling and literacy among its speakers.
-
B.
Cherokee syllabary
The Cherokee syllabary is a writing system of 85 characters created in the early 19th century to represent the sounds of the Cherokee language and dramatically increase literacy among Cherokee people.
-
C.
Pazhaya lipi
Pazhaya lipi is an early, archaic form of the Malayalam writing system used in historical inscriptions and manuscripts before the adoption of the modern script.
-
D.
Tagbanwa script
Tagbanwa script is an indigenous Brahmic-derived writing system historically used by the Tagbanwa people of Palawan in the Philippines to write their native languages.
-
E.
Tai Nüa script
The Tai Nüa script is an abugida used primarily by the Tai Nüa (Dai) people of China and Southeast Asia to write the Tai Nüa language.
- 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.