Triple
T5892974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Anastasia (1997 film) |
E131033
|
entity |
| Predicate | songwriter |
P1141
|
FINISHED |
| Object |
Stephen Flaherty
Stephen Flaherty is an American composer best known for his work in musical theatre, including the scores for shows like Ragtime, Once on This Island, and Anastasia.
|
E554038
|
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 Flaherty | Statement: [Anastasia (1997 film), songwriter, Stephen Flaherty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Flaherty Context triple: [Anastasia (1997 film), songwriter, Stephen Flaherty]
-
A.
Henry Krieger
Henry Krieger is an American composer best known for his work on Broadway musicals, particularly the hit show "Dreamgirls."
-
B.
Frank Wildhorn
Frank Wildhorn is an American composer best known for his work in musical theatre, including hit shows such as Jekyll & Hyde, The Scarlet Pimpernel, and The Civil War.
-
C.
Jason Robert Brown
Jason Robert Brown is an American composer, lyricist, and playwright known for his emotionally rich, musically sophisticated scores for contemporary musical theatre, including works like "Parade," "Songs for a New World," and "The Last Five Years."
-
D.
Maury Yeston
Maury Yeston is an American composer and lyricist best known for his work on Broadway musicals such as "Nine," "Titanic," and "Grand Hotel," for which he has won multiple Tony Awards.
-
E.
Jon Jory
Jon Jory is an influential American theatre director, producer, and educator best known for his leadership at Actors Theatre of Louisville and his impact on contemporary regional theatre.
- 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 Flaherty Triple: [Anastasia (1997 film), songwriter, Stephen Flaherty]
Generated description
Stephen Flaherty is an American composer best known for his work in musical theatre, including the scores for shows like Ragtime, Once on This Island, and Anastasia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Flaherty Target entity description: Stephen Flaherty is an American composer best known for his work in musical theatre, including the scores for shows like Ragtime, Once on This Island, and Anastasia.
-
A.
Henry Krieger
Henry Krieger is an American composer best known for his work on Broadway musicals, particularly the hit show "Dreamgirls."
-
B.
Frank Wildhorn
Frank Wildhorn is an American composer best known for his work in musical theatre, including hit shows such as Jekyll & Hyde, The Scarlet Pimpernel, and The Civil War.
-
C.
Jason Robert Brown
Jason Robert Brown is an American composer, lyricist, and playwright known for his emotionally rich, musically sophisticated scores for contemporary musical theatre, including works like "Parade," "Songs for a New World," and "The Last Five Years."
-
D.
Maury Yeston
Maury Yeston is an American composer and lyricist best known for his work on Broadway musicals such as "Nine," "Titanic," and "Grand Hotel," for which he has won multiple Tony Awards.
-
E.
Jon Jory
Jon Jory is an influential American theatre director, producer, and educator best known for his leadership at Actors Theatre of Louisville and his impact on contemporary regional theatre.
- 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_69c00857439c819095950754176aa58a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c036b5c68481909fdcba428238c74d |
completed | March 22, 2026, 6:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0b15146888190ab86eaf9e565ee28 |
completed | March 23, 2026, 3:19 a.m. |
| NEDg | Description generation | batch_69c0b53ad6dc8190927653c470515963 |
completed | March 23, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0b5de67208190b1dda9509767c2a7 |
completed | March 23, 2026, 3:39 a.m. |
Created at: March 22, 2026, 3:58 p.m.