Triple
T4661160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daniels |
E102532
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
Danielsz
Danielsz is a surname variant of Daniels, typically of Dutch or Flemish origin.
|
E458087
|
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: Danielsz | Statement: [Daniels, hasVariant, Danielsz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danielsz Context triple: [Daniels, hasVariant, Danielsz]
-
A.
Daan Wierstra
Daan Wierstra is a machine learning researcher known for his contributions to deep reinforcement learning, including co-authoring the influential Atari deep Q-network work at DeepMind.
-
B.
Giedo van der Garde
Giedo van der Garde is a Dutch racing driver best known for his stint in Formula One with the Caterham team and his success in junior single-seater categories such as winning the 2008 Formula Renault 3.5 Series championship.
-
C.
Maxime Verhagen
Maxime Verhagen is a Dutch politician from the Christian Democratic Appeal (CDA) who has served in several high-ranking government roles, including as Deputy Prime Minister and Minister of Foreign Affairs.
-
D.
Markus Winkelhock
Markus Winkelhock is a German racing driver best known for his brief but remarkable Formula One appearance, where he led his debut Grand Prix in extreme weather conditions.
-
E.
Jan-Christian Dreesen
Jan-Christian Dreesen is a German football executive best known for serving as the chief executive officer of FC Bayern Munich.
- 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: Danielsz Triple: [Daniels, hasVariant, Danielsz]
Generated description
Danielsz is a surname variant of Daniels, typically of Dutch or Flemish origin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danielsz Target entity description: Danielsz is a surname variant of Daniels, typically of Dutch or Flemish origin.
-
A.
Daan Wierstra
Daan Wierstra is a machine learning researcher known for his contributions to deep reinforcement learning, including co-authoring the influential Atari deep Q-network work at DeepMind.
-
B.
Giedo van der Garde
Giedo van der Garde is a Dutch racing driver best known for his stint in Formula One with the Caterham team and his success in junior single-seater categories such as winning the 2008 Formula Renault 3.5 Series championship.
-
C.
Maxime Verhagen
Maxime Verhagen is a Dutch politician from the Christian Democratic Appeal (CDA) who has served in several high-ranking government roles, including as Deputy Prime Minister and Minister of Foreign Affairs.
-
D.
Markus Winkelhock
Markus Winkelhock is a German racing driver best known for his brief but remarkable Formula One appearance, where he led his debut Grand Prix in extreme weather conditions.
-
E.
Jan-Christian Dreesen
Jan-Christian Dreesen is a German football executive best known for serving as the chief executive officer of FC Bayern Munich.
- 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_69bd43d823288190952279faa0d1d066 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd632a17cc8190bcdab0a13b89f5c0 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfaf9564c819094b9340570a7616b |
completed | March 21, 2026, 1:57 a.m. |
| NEDg | Description generation | batch_69bdfca9a520819097d90f4f94b46e87 |
completed | March 21, 2026, 2:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfd28b67c819094e71f35c7fbb4b5 |
completed | March 21, 2026, 2:06 a.m. |
Created at: March 20, 2026, 1:15 p.m.