Triple
T20811631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom Schaul |
E512320
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object | Nando de Freitas |
—
|
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: Nando de Freitas | Statement: [Tom Schaul, coAuthorWith, Nando de Freitas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nando de Freitas Context triple: [Tom Schaul, coAuthorWith, Nando de Freitas]
-
A.
Nando de Freitas
chosen
Nando de Freitas is a prominent machine learning researcher known for his influential work in deep reinforcement learning and contributions to algorithms such as Dueling DQN.
-
B.
Ricardo Almeida
Ricardo Almeida is a retired Brazilian mixed martial artist and Brazilian jiu-jitsu black belt known for his successful career in the UFC and as a respected grappling coach.
-
C.
Philip Cabrita
Philip Cabrita is an actor known for his role in the production "Case 39."
-
D.
Fabian de Freitas
Fabian de Freitas is a former Dutch professional footballer best known as a forward in English football during the 1990s, notably for his impactful spell at Bolton Wanderers.
-
E.
Ricardo da Costa
Ricardo da Costa is a relatively obscure individual whose primary distinguishing feature is sharing the common Portuguese surname "da Costa."
- 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_69e0b4cd25088190b48ca9700cd24efc |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2d338ac819096d4a33de831609e |
completed | April 21, 2026, 12:20 a.m. |
Created at: April 16, 2026, 12:40 p.m.