Triple
T9062828
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universal Intelligence: A Definition of Machine Intelligence |
E217169
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Marcus Hutter |
E217168
|
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: Marcus Hutter | Statement: [Universal Intelligence: A Definition of Machine Intelligence, author, Marcus Hutter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marcus Hutter Context triple: [Universal Intelligence: A Definition of Machine Intelligence, author, Marcus Hutter]
-
A.
Marcus Hutter
chosen
Marcus Hutter is a computer scientist known for his foundational work in universal artificial intelligence and the development of the AIXI model of optimal decision-making.
-
B.
Jürgen Schmidhuber
Jürgen Schmidhuber is a German computer scientist and AI researcher best known for his pioneering work on neural networks and the co-invention of Long Short-Term Memory (LSTM) networks.
-
C.
Ray Solomonoff
Ray Solomonoff was a pioneering mathematician and one of the founders of algorithmic information theory, best known for introducing Solomonoff induction as a formal theory of universal prediction and inductive inference.
-
D.
Gregory Chaitin
Gregory Chaitin is an Argentine-American mathematician and computer scientist known as a founder of algorithmic information theory and for introducing Chaitin's constant, a number encapsulating the limits of formal mathematical systems.
-
E.
Stuart Russell
Stuart Russell is a leading artificial intelligence researcher and co-author of the seminal textbook "Artificial Intelligence: A Modern Approach," known for his influential work on AI theory, ethics, and safety.
- 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_69ca83d4425481909a319dab847724ec |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc7ecd352c8190a744579209b2e535 |
completed | April 1, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d01798a79081909885a8e61bf04dc3 |
completed | April 3, 2026, 7:40 p.m. |
Created at: March 30, 2026, 7:11 p.m.