Triple
T10023613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Max Welling |
E200669
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Tom Heskes
Tom Heskes is a machine learning researcher and professor known for his work in probabilistic modeling, Bayesian methods, and neural networks.
|
E838507
|
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: Tom Heskes | Statement: [Max Welling, coAuthorWith, Tom Heskes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom Heskes Context triple: [Max Welling, coAuthorWith, Tom Heskes]
-
A.
Jeroen van der Boom
Jeroen van der Boom is a Dutch singer, television presenter, and entertainer known for his successful music career and prominent roles on Dutch TV talent shows.
-
B.
Dennis van Aarssen
Dennis van Aarssen is a Dutch jazz and pop singer who gained national fame after winning the talent show The Voice of Holland.
-
C.
Paul Rijkens
Paul Rijkens was a Dutch businessman and longtime Unilever executive who was instrumental in postwar European integration efforts and co-founded the influential Bilderberg Group.
-
D.
Benno van den Berg
Benno van den Berg is a Dutch mathematician known for his work in category theory, logic, and the foundations of mathematics.
-
E.
Frank Boogaerts
Frank Boogaerts is a Belgian politician who has served as the mayor of the city of Lier in the province of Antwerp.
- 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: Tom Heskes Triple: [Max Welling, coAuthorWith, Tom Heskes]
Generated description
Tom Heskes is a machine learning researcher and professor known for his work in probabilistic modeling, Bayesian methods, and neural networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom Heskes Target entity description: Tom Heskes is a machine learning researcher and professor known for his work in probabilistic modeling, Bayesian methods, and neural networks.
-
A.
Jeroen van der Boom
Jeroen van der Boom is a Dutch singer, television presenter, and entertainer known for his successful music career and prominent roles on Dutch TV talent shows.
-
B.
Dennis van Aarssen
Dennis van Aarssen is a Dutch jazz and pop singer who gained national fame after winning the talent show The Voice of Holland.
-
C.
Paul Rijkens
Paul Rijkens was a Dutch businessman and longtime Unilever executive who was instrumental in postwar European integration efforts and co-founded the influential Bilderberg Group.
-
D.
Benno van den Berg
Benno van den Berg is a Dutch mathematician known for his work in category theory, logic, and the foundations of mathematics.
-
E.
Frank Boogaerts
Frank Boogaerts is a Belgian politician who has served as the mayor of the city of Lier in the province of Antwerp.
- 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_69ca831c45f08190ac1505cc15076608 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cdcd7c75548190aa604d90d63dc111 |
completed | April 2, 2026, 1:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d29a17359081908c3ef7df819c74f9 |
completed | April 5, 2026, 5:21 p.m. |
| NEDg | Description generation | batch_69d29b7430248190b8965eaf1286dd7c |
completed | April 5, 2026, 5:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d29c7ba9f081908f4614098d6c954b |
completed | April 5, 2026, 5:31 p.m. |
Created at: March 30, 2026, 8:53 p.m.