Triple
T4833510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Intriguing properties of neural networks |
E108000
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Dumitru Erhan |
E108002
|
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: Dumitru Erhan | Statement: [Intriguing properties of neural networks, author, Dumitru Erhan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dumitru Erhan Context triple: [Intriguing properties of neural networks, author, Dumitru Erhan]
-
A.
Dumitru Erhan
chosen
Dumitru Erhan is a computer scientist and machine learning researcher known for influential work in deep learning and neural networks.
-
B.
Dumitru Mazilu
Dumitru Mazilu is a Romanian diplomat, jurist, and former dissident known for his role in the 1989 Romanian Revolution and subsequent political transition.
-
C.
Sorin Grindeanu
Sorin Grindeanu is a Romanian politician who served as Prime Minister and is a prominent member of the Social Democratic Party.
-
D.
Nicolae Tonitza
Nicolae Tonitza was a prominent Romanian painter and graphic artist known for his expressive portraits, especially of children, and his role in early 20th-century Romanian modern art.
-
E.
Petre Dumitrescu
Petre Dumitrescu was a Romanian general during World War II, known for leading Romanian forces on the Eastern Front alongside Nazi Germany.
- 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_69bd43fbe444819085cb970706ef73f7 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6cca88d88190a8ad6cf7856bdf69 |
completed | March 20, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cbbc8a08190b01e4ca717260a20 |
completed | March 21, 2026, 8:54 a.m. |
Created at: March 20, 2026, 1:25 p.m.