Triple
T921645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Christian Szegedy |
E19896
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Dumitru Erhan
Dumitru Erhan is a computer scientist and machine learning researcher known for influential work in deep learning and neural networks.
|
E108002
|
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: Dumitru Erhan | Statement: [Christian Szegedy, coAuthor, Dumitru Erhan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dumitru Erhan Context triple: [Christian Szegedy, coAuthor, Dumitru Erhan]
-
A.
Gheorghe Avramescu
Gheorghe Avramescu was a Romanian general during World War II who played a significant role on the Eastern Front and later in Romania’s switch to the Allied side.
-
B.
Victor Vianu
Victor Vianu is a computer scientist known for his contributions to database theory and finite model theory, who has also served as editor-in-chief of leading theoretical computer science journals.
-
C.
Constantin Constantinescu-Claps
Constantin Constantinescu-Claps was a Romanian general best known for commanding Romanian forces on the Eastern Front during World War II, including at the Battle of Stalingrad.
-
D.
Nicolae Ciupercă
Nicolae Ciupercă was a Romanian general who played a prominent role in the Romanian Army during the first half of the 20th century, including in World War II.
-
E.
Daniel Ciobotea
Daniel Ciobotea is the current Patriarch of the Romanian Orthodox Church, serving as its supreme spiritual leader and highest-ranking bishop.
- 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: Dumitru Erhan Triple: [Christian Szegedy, coAuthor, Dumitru Erhan]
Generated description
Dumitru Erhan is a computer scientist and machine learning researcher known for influential work in deep learning and neural networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dumitru Erhan Target entity description: Dumitru Erhan is a computer scientist and machine learning researcher known for influential work in deep learning and neural networks.
-
A.
Gheorghe Avramescu
Gheorghe Avramescu was a Romanian general during World War II who played a significant role on the Eastern Front and later in Romania’s switch to the Allied side.
-
B.
Victor Vianu
Victor Vianu is a computer scientist known for his contributions to database theory and finite model theory, who has also served as editor-in-chief of leading theoretical computer science journals.
-
C.
Constantin Constantinescu-Claps
Constantin Constantinescu-Claps was a Romanian general best known for commanding Romanian forces on the Eastern Front during World War II, including at the Battle of Stalingrad.
-
D.
Nicolae Ciupercă
Nicolae Ciupercă was a Romanian general who played a prominent role in the Romanian Army during the first half of the 20th century, including in World War II.
-
E.
Daniel Ciobotea
Daniel Ciobotea is the current Patriarch of the Romanian Orthodox Church, serving as its supreme spiritual leader and highest-ranking bishop.
- 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_69a493a099788190a696d9d8408cbaf4 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b313cb908190ad78b3a54e4f2eb7 |
completed | March 1, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7cf6486d88190b53cd743b08eef33 |
completed | March 4, 2026, 6:21 a.m. |
| NEDg | Description generation | batch_69a7d02d9d308190a9e950ae034b2ec5 |
completed | March 4, 2026, 6:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7d0aac93481908ffc2141d668e9d2 |
completed | March 4, 2026, 6:26 a.m. |
Created at: March 1, 2026, 7:40 p.m.