Triple
T5945692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KPMB Architects |
E132273
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Shirley Blumberg
Shirley Blumberg is a Canadian architect and co-founder of the acclaimed Toronto-based firm KPMB Architects, recognized for her contributions to contemporary urban and cultural architecture.
|
E562100
|
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: Shirley Blumberg | Statement: [KPMB Architects, foundedBy, Shirley Blumberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shirley Blumberg Context triple: [KPMB Architects, foundedBy, Shirley Blumberg]
-
A.
Beverly Schmidt
Beverly Schmidt was the wife of American character actor and poet Roberts Blossom.
-
B.
Kathryn Reed Altman
Kathryn Reed Altman was an American actress, documentarian, and archivist best known for preserving and promoting the legacy and work of her husband, filmmaker Robert Altman.
-
C.
Susan Bysiewicz
Susan Bysiewicz is an American politician and attorney who has served in several key Connecticut state government roles, including as lieutenant governor and former secretary of the state.
-
D.
Suzanne Newlander
Suzanne Newlander is an American psychotherapist best known as the longtime wife of the late Academy Award–winning actor Alan Arkin.
-
E.
Frances H. Townes
Frances H. Townes was the wife of Nobel Prize–winning physicist Charles Hard Townes and a partner in his scientific and personal life, known for her support of his career and their shared involvement in academic and community activities.
- 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: Shirley Blumberg Triple: [KPMB Architects, foundedBy, Shirley Blumberg]
Generated description
Shirley Blumberg is a Canadian architect and co-founder of the acclaimed Toronto-based firm KPMB Architects, recognized for her contributions to contemporary urban and cultural architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shirley Blumberg Target entity description: Shirley Blumberg is a Canadian architect and co-founder of the acclaimed Toronto-based firm KPMB Architects, recognized for her contributions to contemporary urban and cultural architecture.
-
A.
Beverly Schmidt
Beverly Schmidt was the wife of American character actor and poet Roberts Blossom.
-
B.
Kathryn Reed Altman
Kathryn Reed Altman was an American actress, documentarian, and archivist best known for preserving and promoting the legacy and work of her husband, filmmaker Robert Altman.
-
C.
Susan Bysiewicz
Susan Bysiewicz is an American politician and attorney who has served in several key Connecticut state government roles, including as lieutenant governor and former secretary of the state.
-
D.
Suzanne Newlander
Suzanne Newlander is an American psychotherapist best known as the longtime wife of the late Academy Award–winning actor Alan Arkin.
-
E.
Frances H. Townes
Frances H. Townes was the wife of Nobel Prize–winning physicist Charles Hard Townes and a partner in his scientific and personal life, known for her support of his career and their shared involvement in academic and community activities.
- 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_69c00869d3308190af89b2453e0f7546 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0393a10448190b0960f4487e87448 |
completed | March 22, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c108269e6081909fcb6b880fc92011 |
completed | March 23, 2026, 9:30 a.m. |
| NEDg | Description generation | batch_69c10af3bfbc8190aa72b7e1a88b45d5 |
completed | March 23, 2026, 9:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c10b5c118c8190aaf5461c40472022 |
completed | March 23, 2026, 9:43 a.m. |
Created at: March 22, 2026, 4:01 p.m.