Triple
T15582427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deborah Berke |
E374532
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Deborah Berke Partners
Deborah Berke Partners is a New York–based architecture and interior design firm known for its refined, modernist projects across cultural, academic, commercial, and residential sectors.
|
E1165611
|
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: Deborah Berke Partners | Statement: [Deborah Berke, founded, Deborah Berke Partners]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Berke Partners Context triple: [Deborah Berke, founded, Deborah Berke Partners]
-
A.
Gwathmey Siegel & Associates Architects
Gwathmey Siegel & Associates Architects was a prominent New York–based modernist architecture firm known for its museum, cultural, and institutional projects.
-
B.
SHoP Architects
SHoP Architects is a New York–based architecture firm known for its innovative, technologically driven designs and prominent urban projects, including major cultural and mixed-use developments.
-
C.
Scharfstein Architects
Scharfstein Architects is an architectural firm known for its role in designing the Red Bull Arena soccer stadium in Harrison, New Jersey.
-
D.
Carmody Groarke
Carmody Groarke is a London-based architectural practice known for its contemporary, concept-driven designs for cultural, memorial, and public projects.
-
E.
Pfeiffer Partners Architects
Pfeiffer Partners Architects is an architecture firm known for continuing the legacy and design practice of the former Hardy Holzman Pfeiffer Associates, with a focus on cultural, educational, and civic projects.
- 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: Deborah Berke Partners Triple: [Deborah Berke, founded, Deborah Berke Partners]
Generated description
Deborah Berke Partners is a New York–based architecture and interior design firm known for its refined, modernist projects across cultural, academic, commercial, and residential sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Berke Partners Target entity description: Deborah Berke Partners is a New York–based architecture and interior design firm known for its refined, modernist projects across cultural, academic, commercial, and residential sectors.
-
A.
Gwathmey Siegel & Associates Architects
Gwathmey Siegel & Associates Architects was a prominent New York–based modernist architecture firm known for its museum, cultural, and institutional projects.
-
B.
SHoP Architects
SHoP Architects is a New York–based architecture firm known for its innovative, technologically driven designs and prominent urban projects, including major cultural and mixed-use developments.
-
C.
Scharfstein Architects
Scharfstein Architects is an architectural firm known for its role in designing the Red Bull Arena soccer stadium in Harrison, New Jersey.
-
D.
Carmody Groarke
Carmody Groarke is a London-based architectural practice known for its contemporary, concept-driven designs for cultural, memorial, and public projects.
-
E.
Pfeiffer Partners Architects
Pfeiffer Partners Architects is an architecture firm known for continuing the legacy and design practice of the former Hardy Holzman Pfeiffer Associates, with a focus on cultural, educational, and civic projects.
- 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_69d85ccd575081908909b71a3f3e3a61 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e45ee3c8190a6aee06a5805ca39 |
completed | April 16, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff4c4f71e48190a15eb0a2138f083f |
completed | May 9, 2026, 3:01 p.m. |
| NEDg | Description generation | batch_69ff4fb2522481909fa66c2e1fac23bf |
completed | May 9, 2026, 3:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff5238f0e88190b280942022480c12 |
completed | May 9, 2026, 3:26 p.m. |
Created at: April 10, 2026, 4:11 a.m.