Triple
T978027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge Seven Associates |
E21100
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Tom Geismar
Tom Geismar is an American graphic designer renowned for his pioneering work in corporate identity and logo design, including co-founding the influential design firm Chermayeff & Geismar.
|
E127060
|
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: Tom Geismar | Statement: [Cambridge Seven Associates, foundedBy, Tom Geismar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom Geismar Context triple: [Cambridge Seven Associates, foundedBy, Tom Geismar]
-
A.
Emile Haynie
Emile Haynie is a Grammy-winning American record producer known for his work with artists such as Kanye West, Lana Del Rey, and Eminem.
-
B.
Heath Shuler
Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Representative for North Carolina’s 11th congressional district.
-
C.
Jeremiah Rivers
Jeremiah Rivers is an American former college basketball player best known as the son of longtime NBA coach and former player Doc Rivers.
-
D.
Chad Hugo
Chad Hugo is an American record producer, multi-instrumentalist, and songwriter best known as one half of the influential production duo The Neptunes, alongside Pharrell Williams.
-
E.
Joe Fulks
Joe Fulks was an early professional basketball star and prolific scorer, widely regarded as one of the pioneers of the modern jump shot in the 1940s.
- 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: Tom Geismar Triple: [Cambridge Seven Associates, foundedBy, Tom Geismar]
Generated description
Tom Geismar is an American graphic designer renowned for his pioneering work in corporate identity and logo design, including co-founding the influential design firm Chermayeff & Geismar.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom Geismar Target entity description: Tom Geismar is an American graphic designer renowned for his pioneering work in corporate identity and logo design, including co-founding the influential design firm Chermayeff & Geismar.
-
A.
Emile Haynie
Emile Haynie is a Grammy-winning American record producer known for his work with artists such as Kanye West, Lana Del Rey, and Eminem.
-
B.
Heath Shuler
Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Representative for North Carolina’s 11th congressional district.
-
C.
Jeremiah Rivers
Jeremiah Rivers is an American former college basketball player best known as the son of longtime NBA coach and former player Doc Rivers.
-
D.
Chad Hugo
Chad Hugo is an American record producer, multi-instrumentalist, and songwriter best known as one half of the influential production duo The Neptunes, alongside Pharrell Williams.
-
E.
Joe Fulks
Joe Fulks was an early professional basketball star and prolific scorer, widely regarded as one of the pioneers of the modern jump shot in the 1940s.
- 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_69a493c2b62c8190b616351789ec47f8 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b47861808190be56a7bbd926e658 |
completed | March 1, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c0508348190b761b1cb40fd2ebc |
completed | March 7, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69ac4d59d6e48190ae584c5505d583e2 |
completed | March 7, 2026, 4:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac4dc518cc8190a8eafd2eef7934d8 |
completed | March 7, 2026, 4:09 p.m. |
Created at: March 1, 2026, 7:40 p.m.