Triple
T16436372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vandenberg |
E399188
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Bert Heerink
Bert Heerink is a Dutch rock singer best known as the former lead vocalist of the hard rock band Vandenberg.
|
E1236574
|
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: Bert Heerink | Statement: [Vandenberg, hasMember, Bert Heerink]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bert Heerink Context triple: [Vandenberg, hasMember, Bert Heerink]
-
A.
Wiebe Draijer
Wiebe Draijer is a Dutch business executive and former journalist best known for serving as chairman of the executive boards of Rabobank and the Social and Economic Council of the Netherlands (SER).
-
B.
Barend Biesheuvel
Barend Biesheuvel was a Dutch politician of the Anti-Revolutionary Party who served as Prime Minister of the Netherlands from 1971 to 1973.
-
C.
Dolf de Borst
Dolf de Borst is a New Zealand musician best known as the lead vocalist and bassist of the rock band The Datsuns.
-
D.
Bert Koenders
Bert Koenders is a Dutch Labour Party politician and diplomat who served as the Netherlands’ Minister of Foreign Affairs and previously held roles including Minister for Development Cooperation and UN Special Representative.
-
E.
Dirk Brouwer
Dirk Brouwer was a prominent Dutch-American astronomer and celestial mechanician known for his influential work on the orbits of planets and asteroids and for leading Yale University's astronomy program.
- 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: Bert Heerink Triple: [Vandenberg, hasMember, Bert Heerink]
Generated description
Bert Heerink is a Dutch rock singer best known as the former lead vocalist of the hard rock band Vandenberg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bert Heerink Target entity description: Bert Heerink is a Dutch rock singer best known as the former lead vocalist of the hard rock band Vandenberg.
-
A.
Wiebe Draijer
Wiebe Draijer is a Dutch business executive and former journalist best known for serving as chairman of the executive boards of Rabobank and the Social and Economic Council of the Netherlands (SER).
-
B.
Barend Biesheuvel
Barend Biesheuvel was a Dutch politician of the Anti-Revolutionary Party who served as Prime Minister of the Netherlands from 1971 to 1973.
-
C.
Dolf de Borst
Dolf de Borst is a New Zealand musician best known as the lead vocalist and bassist of the rock band The Datsuns.
-
D.
Bert Koenders
Bert Koenders is a Dutch Labour Party politician and diplomat who served as the Netherlands’ Minister of Foreign Affairs and previously held roles including Minister for Development Cooperation and UN Special Representative.
-
E.
Dirk Brouwer
Dirk Brouwer was a prominent Dutch-American astronomer and celestial mechanician known for his influential work on the orbits of planets and asteroids and for leading Yale University's astronomy program.
- 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32ba224988190b7cccc42f35e54de |
completed | April 18, 2026, 6:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bafe159c8190b66d2cd21b8ddb88 |
completed | May 10, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_6a00bbd9260c8190be29ee8cb3e05f2c |
completed | May 10, 2026, 5:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00bc633abc8190a86808986ba294ec |
completed | May 10, 2026, 5:12 p.m. |
Created at: April 10, 2026, 5:10 a.m.