Triple
T11372973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adam Shulman |
E269389
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
James Banks Design
James Banks Design is a jewelry design company co-founded by actor and designer Adam Shulman, known for its intricate, handcrafted pieces.
|
E921968
|
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: James Banks Design | Statement: [Adam Shulman, coFounded, James Banks Design]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Banks Design Context triple: [Adam Shulman, coFounded, James Banks Design]
-
A.
Deskey Associates
Deskey Associates is a design and branding firm established by industrial designer Donald Deskey, known for its work in product, packaging, and corporate identity design.
-
B.
DLA Design
DLA Design is an architectural firm known for designing major public venues, including the Manchester Arena in the United Kingdom.
-
C.
Farrow Design
Farrow Design is a renowned graphic design studio known for its influential work in music and cultural branding, particularly in album and cover art.
-
D.
Michael Graves & Associates
Michael Graves & Associates is an architecture and design firm known for its influential postmodern buildings and product designs led by architect Michael Graves.
-
E.
Handel Architects
Handel Architects is an international architecture and design firm known for large-scale urban projects, including the design of the National September 11 Memorial in New York City.
- 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: James Banks Design Triple: [Adam Shulman, coFounded, James Banks Design]
Generated description
James Banks Design is a jewelry design company co-founded by actor and designer Adam Shulman, known for its intricate, handcrafted pieces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Banks Design Target entity description: James Banks Design is a jewelry design company co-founded by actor and designer Adam Shulman, known for its intricate, handcrafted pieces.
-
A.
Deskey Associates
Deskey Associates is a design and branding firm established by industrial designer Donald Deskey, known for its work in product, packaging, and corporate identity design.
-
B.
DLA Design
DLA Design is an architectural firm known for designing major public venues, including the Manchester Arena in the United Kingdom.
-
C.
Farrow Design
Farrow Design is a renowned graphic design studio known for its influential work in music and cultural branding, particularly in album and cover art.
-
D.
Michael Graves & Associates
Michael Graves & Associates is an architecture and design firm known for its influential postmodern buildings and product designs led by architect Michael Graves.
-
E.
Handel Architects
Handel Architects is an international architecture and design firm known for large-scale urban projects, including the design of the National September 11 Memorial in New York City.
- 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_69d6aacca1048190b39dbbc2174616fa |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea8d244c8190b865260338edb532 |
completed | April 9, 2026, 6:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5568516a481909ea66cbe53968e84 |
completed | April 19, 2026, 10:26 p.m. |
| NEDg | Description generation | batch_69e562c7de3c8190befb6d7131129a2c |
completed | April 19, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e56a776390819082d47ad00cf1862b |
completed | April 19, 2026, 11:51 p.m. |
Created at: April 8, 2026, 9:33 p.m.