Triple
T20414682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sebastian Bach |
E500676
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Bierk
Bierk is the family name of Canadian-born heavy metal singer Sebastian Bach, originally Sebastian Philip Bierk.
|
E1430329
|
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: Bierk | Statement: [Sebastian Bach, familyName, Bierk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bierk Context triple: [Sebastian Bach, familyName, Bierk]
-
A.
Bierko
Bierko is the surname of American actor and singer Craig Bierko, known for his work in film, television, and Broadway.
-
B.
Biert
Biert is a small village in the South Holland region of the Netherlands, historically part of the former municipality of Bernisse.
-
C.
Bierges
Bierges is a village in Walloon Brabant, Belgium, that forms part of the municipality of Wavre.
-
D.
Biertan
Biertan is a historic Transylvanian village in Romania renowned for its well-preserved medieval Saxon architecture and UNESCO-listed fortified church.
-
E.
Biervliet
Biervliet is a small town in the Dutch province of Zeeland, located within the municipality of Terneuzen.
- 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: Bierk Triple: [Sebastian Bach, familyName, Bierk]
Generated description
Bierk is the family name of Canadian-born heavy metal singer Sebastian Bach, originally Sebastian Philip Bierk.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bierk Target entity description: Bierk is the family name of Canadian-born heavy metal singer Sebastian Bach, originally Sebastian Philip Bierk.
-
A.
Bierko
Bierko is the surname of American actor and singer Craig Bierko, known for his work in film, television, and Broadway.
-
B.
Biert
Biert is a small village in the South Holland region of the Netherlands, historically part of the former municipality of Bernisse.
-
C.
Bierges
Bierges is a village in Walloon Brabant, Belgium, that forms part of the municipality of Wavre.
-
D.
Biertan
Biertan is a historic Transylvanian village in Romania renowned for its well-preserved medieval Saxon architecture and UNESCO-listed fortified church.
-
E.
Biervliet
Biervliet is a small town in the Dutch province of Zeeland, located within the municipality of Terneuzen.
- 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_69e0b4a935588190b9446a99b37ced44 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67a4281048190a2b016ec16b7d203 |
completed | April 20, 2026, 7:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087b2626048190a9fb9aa62537d820 |
completed | May 16, 2026, 2:11 p.m. |
| NEDg | Description generation | batch_6a08801702488190ba3122edb09cdaab |
completed | May 16, 2026, 2:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08811c9af081908d898134bf80452e |
completed | May 16, 2026, 2:37 p.m. |
Created at: April 16, 2026, 11:30 a.m.