Triple
T11003596
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matching Networks for One Shot Learning |
E260058
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object |
Charles Blundell
Charles Blundell is a machine learning researcher known for his contributions to deep learning and probabilistic modeling, including work on few-shot learning methods.
|
E911003
|
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: Charles Blundell | Statement: [Matching Networks for One Shot Learning, hasAuthor, Charles Blundell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles Blundell Context triple: [Matching Networks for One Shot Learning, hasAuthor, Charles Blundell]
-
A.
Richard Bristow
Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
-
B.
Paul Beeston
Paul Beeston is a prominent Canadian baseball executive best known for his long tenure as a top leader of the Toronto Blue Jays and as the first president of Major League Baseball.
-
C.
Charles Siddall
Charles Siddall was a family member of the Pre-Raphaelite-associated artist and poet Elizabeth Siddal, belonging to the same Victorian-era Siddall/Siddall family circle.
-
D.
David Brierley
David Brierley was a British actor best known for providing the voice of the robot dog K-9 in the classic science fiction television series Doctor Who.
-
E.
Christopher Greenbury
Christopher Greenbury was a British film editor best known for his Academy Award–winning work on the 1999 drama "American Beauty."
- 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: Charles Blundell Triple: [Matching Networks for One Shot Learning, hasAuthor, Charles Blundell]
Generated description
Charles Blundell is a machine learning researcher known for his contributions to deep learning and probabilistic modeling, including work on few-shot learning methods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles Blundell Target entity description: Charles Blundell is a machine learning researcher known for his contributions to deep learning and probabilistic modeling, including work on few-shot learning methods.
-
A.
Richard Bristow
Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
-
B.
Paul Beeston
Paul Beeston is a prominent Canadian baseball executive best known for his long tenure as a top leader of the Toronto Blue Jays and as the first president of Major League Baseball.
-
C.
Charles Siddall
Charles Siddall was a family member of the Pre-Raphaelite-associated artist and poet Elizabeth Siddal, belonging to the same Victorian-era Siddall/Siddall family circle.
-
D.
David Brierley
David Brierley was a British actor best known for providing the voice of the robot dog K-9 in the classic science fiction television series Doctor Who.
-
E.
Christopher Greenbury
Christopher Greenbury was a British film editor best known for his Academy Award–winning work on the 1999 drama "American Beauty."
- 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_69e49677a2508190a113f9f24e318e48 |
completed | April 19, 2026, 8:46 a.m. |
| NEDg | Description generation | batch_69e49a97db808190aa22d6a103a13e58 |
completed | April 19, 2026, 9:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e49d71e81c8190af73931ed30e04be |
completed | April 19, 2026, 9:16 a.m. |
Created at: April 8, 2026, 9:25 p.m.