Triple
T22005937
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Opeth |
E543450
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
David Isberg
David Isberg is a Swedish musician best known as the original lead vocalist and a founding member of the progressive metal band Opeth.
|
E1513292
|
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: David Isberg | Statement: [Opeth, hasFormerMember, David Isberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Isberg Context triple: [Opeth, hasFormerMember, David Isberg]
-
A.
Daniel Nannskog
Daniel Nannskog is a retired Swedish striker best known for his prolific goal-scoring spell at Norwegian club Stabæk Fotball and later work as a football pundit.
-
B.
Jesper Fahey
Jesper Fahey is a charming, sharpshooting Grisha and member of Kaz Brekker’s crew in the Grishaverse, known for his wit, gambling habit, and expert marksmanship.
-
C.
Erik Barmack
Erik Barmack is a film and television producer and former Netflix executive known for developing and overseeing international original content.
-
D.
Michael Mosberg
Michael Mosberg is a former lawyer and actor best known for his marriage to British-American actress and artist Jemima Kirke.
-
E.
Eric Bergstol
Eric Bergstol is an American golf course architect known for designing high-end, links-style courses in the New York metropolitan area.
- 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: David Isberg Triple: [Opeth, hasFormerMember, David Isberg]
Generated description
David Isberg is a Swedish musician best known as the original lead vocalist and a founding member of the progressive metal band Opeth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Isberg Target entity description: David Isberg is a Swedish musician best known as the original lead vocalist and a founding member of the progressive metal band Opeth.
-
A.
Daniel Nannskog
Daniel Nannskog is a retired Swedish striker best known for his prolific goal-scoring spell at Norwegian club Stabæk Fotball and later work as a football pundit.
-
B.
Jesper Fahey
Jesper Fahey is a charming, sharpshooting Grisha and member of Kaz Brekker’s crew in the Grishaverse, known for his wit, gambling habit, and expert marksmanship.
-
C.
Erik Barmack
Erik Barmack is a film and television producer and former Netflix executive known for developing and overseeing international original content.
-
D.
Michael Mosberg
Michael Mosberg is a former lawyer and actor best known for his marriage to British-American actress and artist Jemima Kirke.
-
E.
Eric Bergstol
Eric Bergstol is an American golf course architect known for designing high-end, links-style courses in the New York metropolitan area.
- 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_69e11e2db934819095556760c7d85e4d |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127a0afa881908318a4ebe211ca28 |
completed | April 28, 2026, 9:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a737195408190b9e180dbc7fd4b55 |
completed | May 18, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_6a0a748c80b88190aaca0c0540c6f802 |
completed | May 18, 2026, 2:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a7539f3308190a1ff50ad7cf89545 |
completed | May 18, 2026, 2:11 a.m. |
Created at: April 16, 2026, 8:21 p.m.