Triple
T920524
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adbusters |
E19872
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Bill Schmalz
Bill Schmalz is a co-founder of Adbusters, the anti-consumerist, culture-jamming magazine and activist organization.
|
E244585
|
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: Bill Schmalz | Statement: [Adbusters, founder, Bill Schmalz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Schmalz Context triple: [Adbusters, founder, Bill Schmalz]
-
A.
Jon Bosak
Jon Bosak is a computer scientist best known for leading the original XML specification effort at the World Wide Web Consortium (W3C), which helped standardize data interchange on the web.
-
B.
Rich Sutter
Rich Sutter is a former Canadian professional ice hockey winger who played in the NHL and is part of the well-known Sutter hockey family.
-
C.
Dave Niehaus
Dave Niehaus was the longtime Hall of Fame broadcaster and iconic play-by-play voice of the Seattle Mariners.
-
D.
Bernie Federko
Bernie Federko is a Hall of Fame Canadian center best known as a longtime offensive star and playmaker for the St. Louis Blues in the NHL.
-
E.
Bill Szymczyk
Bill Szymczyk is an American music producer best known for his work with the Eagles, including producing their landmark album "Hotel California."
- 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: Bill Schmalz Triple: [Adbusters, founder, Bill Schmalz]
Generated description
Bill Schmalz is a co-founder of Adbusters, the anti-consumerist, culture-jamming magazine and activist organization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bill Schmalz Target entity description: Bill Schmalz is a co-founder of Adbusters, the anti-consumerist, culture-jamming magazine and activist organization.
-
A.
Jon Bosak
Jon Bosak is a computer scientist best known for leading the original XML specification effort at the World Wide Web Consortium (W3C), which helped standardize data interchange on the web.
-
B.
Rich Sutter
Rich Sutter is a former Canadian professional ice hockey winger who played in the NHL and is part of the well-known Sutter hockey family.
-
C.
Dave Niehaus
Dave Niehaus was the longtime Hall of Fame broadcaster and iconic play-by-play voice of the Seattle Mariners.
-
D.
Bernie Federko
Bernie Federko is a Hall of Fame Canadian center best known as a longtime offensive star and playmaker for the St. Louis Blues in the NHL.
-
E.
Bill Szymczyk
Bill Szymczyk is an American music producer best known for his work with the Eagles, including producing their landmark album "Hotel California."
- 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_69a493a099788190a696d9d8408cbaf4 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3120dbc81908362158fe3ffa889 |
completed | March 1, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae65078b908190a75665a2ee025db6 |
completed | March 9, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69ae6608d3ac8190923cd6a6ce7c4c89 |
completed | March 9, 2026, 6:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae66a751f881908fda164de72dac9b |
completed | March 9, 2026, 6:20 a.m. |
Created at: March 1, 2026, 7:40 p.m.