Triple
T5945719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KPMB Architects |
E132273
|
entity |
| Predicate | hasPartner |
P1136
|
FINISHED |
| Object | Shirley Blumberg |
E562100
|
NE FINISHED |
How this triple was built (2 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, hasPartner, Shirley Blumberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shirley Blumberg Context triple: [KPMB Architects, hasPartner, Shirley Blumberg]
-
A.
Shirley Blumberg
chosen
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.
-
B.
Beverly Schmidt
Beverly Schmidt was the wife of American character actor and poet Roberts Blossom.
-
C.
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.
-
D.
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.
-
E.
Suzanne Newlander
Suzanne Newlander is an American psychotherapist best known as the longtime wife of the late Academy Award–winning actor Alan Arkin.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c1135303bc81909f78f6d8d39c7de6 |
completed | March 23, 2026, 10:17 a.m. |
Created at: March 22, 2026, 4:01 p.m.