Triple
T11774035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Magic School Bus |
E279970
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Arnold Perlstein
Arnold Perlstein is a cautious, often nervous student known for his humorous reluctance to join Ms. Frizzle’s wild science adventures in The Magic School Bus series.
|
E947779
|
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: Arnold Perlstein | Statement: [The Magic School Bus, mainCharacter, Arnold Perlstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arnold Perlstein Context triple: [The Magic School Bus, mainCharacter, Arnold Perlstein]
-
A.
John W. Blum
John W. Blum is a screenwriter best known for his work on the comedy film "The Man from the Diners' Club."
-
B.
C. A. Rosenberg
C. A. Rosenberg is a screenwriter known for co-writing the script for the 2012 horror film "Maniac."
-
C.
Stephen Schlesinger
Stephen Schlesinger is an American historian, foreign policy scholar, and author known for his influential works on U.S. interventionism and international affairs.
-
D.
Vik Rubenfeld
Vik Rubenfeld is a television writer and producer best known for creating the fantasy-drama series "Early Edition."
-
E.
Richard H. Neiman
Richard H. Neiman is an American financial regulator and attorney who served as New York State’s Superintendent of Banks and was a member of the Congressional Oversight Panel monitoring the U.S. financial bailout.
- 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: Arnold Perlstein Triple: [The Magic School Bus, mainCharacter, Arnold Perlstein]
Generated description
Arnold Perlstein is a cautious, often nervous student known for his humorous reluctance to join Ms. Frizzle’s wild science adventures in The Magic School Bus series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arnold Perlstein Target entity description: Arnold Perlstein is a cautious, often nervous student known for his humorous reluctance to join Ms. Frizzle’s wild science adventures in The Magic School Bus series.
-
A.
John W. Blum
John W. Blum is a screenwriter best known for his work on the comedy film "The Man from the Diners' Club."
-
B.
C. A. Rosenberg
C. A. Rosenberg is a screenwriter known for co-writing the script for the 2012 horror film "Maniac."
-
C.
Stephen Schlesinger
Stephen Schlesinger is an American historian, foreign policy scholar, and author known for his influential works on U.S. interventionism and international affairs.
-
D.
Vik Rubenfeld
Vik Rubenfeld is a television writer and producer best known for creating the fantasy-drama series "Early Edition."
-
E.
Richard H. Neiman
Richard H. Neiman is an American financial regulator and attorney who served as New York State’s Superintendent of Banks and was a member of the Congressional Oversight Panel monitoring the U.S. financial bailout.
- 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_69d6ab01d2688190ad8ed6bda487eaa5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a55dfa088190a59b35d0247225e3 |
completed | April 10, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f130cb31f48190a9357cce47a7b192 |
completed | April 28, 2026, 10:12 p.m. |
| NEDg | Description generation | batch_69f14e879aa88190a95f13e23dd346f4 |
completed | April 29, 2026, 12:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f156fa5cc48190a43c1d2e5df346fe |
completed | April 29, 2026, 12:55 a.m. |
Created at: April 8, 2026, 9:41 p.m.