Triple
T13774184
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mulan II |
E330956
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Roger S. H. Schulman
Roger S. H. Schulman is an American screenwriter and producer known for his work on animated and family films and television series.
|
E1258804
|
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: Roger S. H. Schulman | Statement: [Mulan II, writer, Roger S. H. Schulman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roger S. H. Schulman Context triple: [Mulan II, writer, Roger S. H. Schulman]
-
A.
Douglas Shulman
Douglas Shulman is an American public official who served as the head of the U.S. Internal Revenue Service (IRS) during the late 2000s and early 2010s.
-
B.
Carl Shulman
Carl Shulman is a researcher and thinker known for his work on existential risk, AI alignment, and long-term future strategy, particularly through his role at Oxford’s Future of Humanity Institute.
-
C.
Andrew Shulkind
Andrew Shulkind is a cinematographer known for his atmospheric and visually immersive work in genre films and television.
-
D.
Ronald Horwitz
Ronald Horwitz, better known as Ronald Harwood, was a South African-born British playwright and screenwriter renowned for works such as "The Dresser" and his Oscar-winning adaptation of "The Pianist."
-
E.
David H. Steinberg
David H. Steinberg is a television writer and producer best known for his work on American sitcoms, including creating the series "3rd Rock from the Sun."
- 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: Roger S. H. Schulman Triple: [Mulan II, writer, Roger S. H. Schulman]
Generated description
Roger S. H. Schulman is an American screenwriter and producer known for his work on animated and family films and television series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roger S. H. Schulman Target entity description: Roger S. H. Schulman is an American screenwriter and producer known for his work on animated and family films and television series.
-
A.
Douglas Shulman
Douglas Shulman is an American public official who served as the head of the U.S. Internal Revenue Service (IRS) during the late 2000s and early 2010s.
-
B.
Carl Shulman
Carl Shulman is a researcher and thinker known for his work on existential risk, AI alignment, and long-term future strategy, particularly through his role at Oxford’s Future of Humanity Institute.
-
C.
Andrew Shulkind
Andrew Shulkind is a cinematographer known for his atmospheric and visually immersive work in genre films and television.
-
D.
Ronald Horwitz
Ronald Horwitz, better known as Ronald Harwood, was a South African-born British playwright and screenwriter renowned for works such as "The Dresser" and his Oscar-winning adaptation of "The Pianist."
-
E.
David H. Steinberg
David H. Steinberg is a television writer and producer best known for his work on American sitcoms, including creating the series "3rd Rock from the Sun."
- 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_69d81c583b0081909e408a17db517a21 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de023774b48190b19e43e87b94ba77 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0170d8c9f0819099a398814f49f0ed |
completed | May 11, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a017278b9408190ba496f554e55f833 |
completed | May 11, 2026, 6:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01732467408190b78c32296e20b55f |
completed | May 11, 2026, 6:11 a.m. |
Created at: April 9, 2026, 10:10 p.m.