Triple
T17067698
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broad City |
E414130
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Stephen Schneider
Stephen Schneider is an American actor and comedian known for his television roles in series such as Broad City and You're the Worst.
|
E1248087
|
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: Stephen Schneider | Statement: [Broad City, starring, Stephen Schneider]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Schneider Context triple: [Broad City, starring, Stephen Schneider]
-
A.
Gavin A. Schmidt
Gavin A. Schmidt is a climate scientist known for his work on climate modeling and for directing NASA’s Goddard Institute for Space Studies.
-
B.
Richard Somerville
Richard Somerville is an American climate scientist and atmospheric researcher known for his influential work on climate change and his efforts to communicate climate science to the public and policymakers.
-
C.
Tapio Schneider
Tapio Schneider is a climate scientist known for his research on atmospheric dynamics and climate modeling, particularly related to clouds and climate change.
-
D.
Wallace S. Broecker
Wallace S. Broecker was an influential American geochemist and climate scientist renowned for pioneering research on the global carbon cycle and popularizing the term "global warming."
-
E.
Jonathan Dowdeswell
Jonathan Dowdeswell is a video game developer best known as a co-founder of the Canadian game studio Blackbird Interactive.
- 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: Stephen Schneider Triple: [Broad City, starring, Stephen Schneider]
Generated description
Stephen Schneider is an American actor and comedian known for his television roles in series such as Broad City and You're the Worst.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Schneider Target entity description: Stephen Schneider is an American actor and comedian known for his television roles in series such as Broad City and You're the Worst.
-
A.
Gavin A. Schmidt
Gavin A. Schmidt is a climate scientist known for his work on climate modeling and for directing NASA’s Goddard Institute for Space Studies.
-
B.
Richard Somerville
Richard Somerville is an American climate scientist and atmospheric researcher known for his influential work on climate change and his efforts to communicate climate science to the public and policymakers.
-
C.
Tapio Schneider
Tapio Schneider is a climate scientist known for his research on atmospheric dynamics and climate modeling, particularly related to clouds and climate change.
-
D.
Wallace S. Broecker
Wallace S. Broecker was an influential American geochemist and climate scientist renowned for pioneering research on the global carbon cycle and popularizing the term "global warming."
-
E.
Jonathan Dowdeswell
Jonathan Dowdeswell is a video game developer best known as a co-founder of the Canadian game studio Blackbird Interactive.
- 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_69d886cde3d481908d4d01ba88ba7eb7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbbddd708190a6192466b7dfd606 |
completed | April 18, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0123509e1481908cfc304b02fe8632 |
completed | May 11, 2026, 12:31 a.m. |
| NEDg | Description generation | batch_6a012533f9a8819096ab9b821c848dd2 |
completed | May 11, 2026, 12:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0125dead2481908a5c26bda5a7cd1f |
completed | May 11, 2026, 12:42 a.m. |
Created at: April 10, 2026, 5:34 a.m.