Triple
T11003597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matching Networks for One Shot Learning |
E260058
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | Timothy Lillicrap |
E802576
|
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: Timothy Lillicrap | Statement: [Matching Networks for One Shot Learning, hasAuthor, Timothy Lillicrap]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Timothy Lillicrap Context triple: [Matching Networks for One Shot Learning, hasAuthor, Timothy Lillicrap]
-
A.
Timothy Lillicrap
chosen
Timothy Lillicrap is a Canadian neuroscientist and deep learning researcher at DeepMind known for his contributions to reinforcement learning and artificial intelligence systems.
-
B.
Nick Brimble
Nick Brimble is a British character actor best known for his imposing screen presence in film and television, including a notable role in the 1991 adventure film "Robin Hood: Prince of Thieves."
-
C.
Damien Fahey
Damien Fahey is an American television host, radio DJ, and writer best known for his tenure as a VJ and host on MTV.
-
D.
Matthew Benham
Matthew Benham is an English professional gambler and businessman best known for using data-driven, analytics-based methods to transform Brentford F.C. from the lower leagues into a successful, Premier League club.
-
E.
Graeme Harper
Graeme Harper is a British television director best known for his acclaimed work on multiple eras of Doctor Who.
- 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_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. |
Created at: April 8, 2026, 9:25 p.m.