Triple
T12656094
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ralph Appelbaum Associates |
E302286
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Ralph Appelbaum
Ralph Appelbaum is an American exhibition designer best known as the founder of Ralph Appelbaum Associates, a leading firm specializing in museum and interpretive design worldwide.
|
E995308
|
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: Ralph Appelbaum | Statement: [Ralph Appelbaum Associates, foundedBy, Ralph Appelbaum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ralph Appelbaum Context triple: [Ralph Appelbaum Associates, foundedBy, Ralph Appelbaum]
-
A.
Philip Stark
Philip Stark is an American screenwriter best known for writing the comedy film "Dude, Where's My Car?".
-
B.
Bruce Degen
Bruce Degen is an American illustrator and children's book author best known for his artwork in the popular educational series "The Magic School Bus."
-
C.
Ivan Chermayeff
Ivan Chermayeff was a prominent American graphic designer and artist renowned for his influential corporate logos and visual identities, including work for major institutions and global brands.
-
D.
Stefan Sagmeister
Stefan Sagmeister is an Austrian-born graphic designer renowned for his innovative, often provocative album cover designs and influential work in contemporary visual communication.
-
E.
Sam Chermayeff
Sam Chermayeff is a contemporary architect and designer known for his experimental residential projects and co-founding the Berlin-based practice Sam Chermayeff Office.
- 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: Ralph Appelbaum Triple: [Ralph Appelbaum Associates, foundedBy, Ralph Appelbaum]
Generated description
Ralph Appelbaum is an American exhibition designer best known as the founder of Ralph Appelbaum Associates, a leading firm specializing in museum and interpretive design worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ralph Appelbaum Target entity description: Ralph Appelbaum is an American exhibition designer best known as the founder of Ralph Appelbaum Associates, a leading firm specializing in museum and interpretive design worldwide.
-
A.
Philip Stark
Philip Stark is an American screenwriter best known for writing the comedy film "Dude, Where's My Car?".
-
B.
Bruce Degen
Bruce Degen is an American illustrator and children's book author best known for his artwork in the popular educational series "The Magic School Bus."
-
C.
Ivan Chermayeff
Ivan Chermayeff was a prominent American graphic designer and artist renowned for his influential corporate logos and visual identities, including work for major institutions and global brands.
-
D.
Stefan Sagmeister
Stefan Sagmeister is an Austrian-born graphic designer renowned for his innovative, often provocative album cover designs and influential work in contemporary visual communication.
-
E.
Sam Chermayeff
Sam Chermayeff is a contemporary architect and designer known for his experimental residential projects and co-founding the Berlin-based practice Sam Chermayeff Office.
- 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_69d7bded71a88190bb76e2413af9ea66 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961620b188190a8a8569f1133a9cf |
completed | April 10, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f668832c7081909eb75429efba493e |
completed | May 2, 2026, 9:11 p.m. |
| NEDg | Description generation | batch_69f6697e3a688190abd025df1112feba |
completed | May 2, 2026, 9:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66a9230608190bfe99290ca1679fa |
completed | May 2, 2026, 9:20 p.m. |
Created at: April 9, 2026, 5:18 p.m.