Triple
T20622730
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Flag |
E506741
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Chuck Dukowski
Chuck Dukowski is an American bassist and songwriter best known as a founding member and key songwriter of the influential hardcore punk band Black Flag.
|
E1441142
|
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: Chuck Dukowski | Statement: [Black Flag, hasMember, Chuck Dukowski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chuck Dukowski Context triple: [Black Flag, hasMember, Chuck Dukowski]
-
A.
Keefus Ciancia
Keefus Ciancia is an American composer and producer known for his atmospheric, genre-blending scores for film and television.
-
B.
Jerry Dammers
Jerry Dammers is an English musician, songwriter, and founder of the influential ska revival band The Specials and the 2 Tone Records label.
-
C.
Karel Shook
Karel Shook was an influential American ballet teacher and choreographer best known as the co-founder and principal teacher of the Dance Theatre of Harlem, where he helped train generations of Black classical dancers.
-
D.
Ron Dante
Ron Dante is an American singer, record producer, and songwriter best known as the lead vocalist for The Archies and for producing numerous hits for Barry Manilow.
-
E.
Nick Auf der Maur
Nick Auf der Maur was a prominent Canadian journalist and Montreal city councillor known for his outspoken, bohemian persona and influential role in the city’s political and cultural life.
- 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: Chuck Dukowski Triple: [Black Flag, hasMember, Chuck Dukowski]
Generated description
Chuck Dukowski is an American bassist and songwriter best known as a founding member and key songwriter of the influential hardcore punk band Black Flag.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chuck Dukowski Target entity description: Chuck Dukowski is an American bassist and songwriter best known as a founding member and key songwriter of the influential hardcore punk band Black Flag.
-
A.
Keefus Ciancia
Keefus Ciancia is an American composer and producer known for his atmospheric, genre-blending scores for film and television.
-
B.
Jerry Dammers
Jerry Dammers is an English musician, songwriter, and founder of the influential ska revival band The Specials and the 2 Tone Records label.
-
C.
Karel Shook
Karel Shook was an influential American ballet teacher and choreographer best known as the co-founder and principal teacher of the Dance Theatre of Harlem, where he helped train generations of Black classical dancers.
-
D.
Ron Dante
Ron Dante is an American singer, record producer, and songwriter best known as the lead vocalist for The Archies and for producing numerous hits for Barry Manilow.
-
E.
Nick Auf der Maur
Nick Auf der Maur was a prominent Canadian journalist and Montreal city councillor known for his outspoken, bohemian persona and influential role in the city’s political and cultural life.
- 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_69e0b4bc90988190ac360aaf645efc1d |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6abe3177c8190ad1b2ca8b1e0a560 |
completed | April 20, 2026, 10:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08bb1987e08190a9ecf4fe131c1cb4 |
completed | May 16, 2026, 6:44 p.m. |
| NEDg | Description generation | batch_6a08bc062b808190a86683057a0f0baf |
completed | May 16, 2026, 6:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08bc7b24448190a498e09c1d9e4a5d |
completed | May 16, 2026, 6:50 p.m. |
Created at: April 16, 2026, 11:42 a.m.