Triple
T1336344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard Schiff |
E28757
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
William Esper Studio
William Esper Studio is a renowned New York City acting school known for its rigorous Meisner-based training program for stage and screen performers.
|
E154798
|
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: William Esper Studio | Statement: [Richard Schiff, educatedAt, William Esper Studio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Esper Studio Context triple: [Richard Schiff, educatedAt, William Esper Studio]
-
A.
Renwick & Sands
Renwick & Sands was a 19th-century American architectural firm known for designing prominent buildings such as Booth's Theatre in New York City.
-
B.
London Bridge Studio
London Bridge Studio is a renowned Seattle recording studio known for producing influential rock and grunge albums by bands such as Pearl Jam, Soundgarden, and Alice in Chains.
-
C.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
-
D.
Assar Architects
Assar Architects is a Belgian architectural firm known for designing major contemporary projects, including the NATO Headquarters in Brussels.
-
E.
ROMA Design Group
ROMA Design Group is an architecture and urban design firm known for creating the Martin Luther King Jr. Memorial in Washington, D.C.
- 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: William Esper Studio Triple: [Richard Schiff, educatedAt, William Esper Studio]
Generated description
William Esper Studio is a renowned New York City acting school known for its rigorous Meisner-based training program for stage and screen performers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Esper Studio Target entity description: William Esper Studio is a renowned New York City acting school known for its rigorous Meisner-based training program for stage and screen performers.
-
A.
Renwick & Sands
Renwick & Sands was a 19th-century American architectural firm known for designing prominent buildings such as Booth's Theatre in New York City.
-
B.
London Bridge Studio
London Bridge Studio is a renowned Seattle recording studio known for producing influential rock and grunge albums by bands such as Pearl Jam, Soundgarden, and Alice in Chains.
-
C.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
-
D.
Assar Architects
Assar Architects is a Belgian architectural firm known for designing major contemporary projects, including the NATO Headquarters in Brussels.
-
E.
ROMA Design Group
ROMA Design Group is an architecture and urban design firm known for creating the Martin Luther King Jr. Memorial in Washington, D.C.
- 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_69a498561a508190a3e1bc137c2b866a |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1ecb5208190a9eadda113c91e66 |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc62b9bd081909dbe22cbea03f21f |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc6c204a88190a3171898e6e1bb91 |
completed | March 8, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc7d8df108190bf92ca5e33987d04 |
completed | March 8, 2026, 12:50 a.m. |
Created at: March 1, 2026, 7:55 p.m.