Triple
T1518492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frozen |
E32172
|
entity |
| Predicate | musicBy |
P1952
|
FINISHED |
| Object |
Kristen Anderson-Lopez
Kristen Anderson-Lopez is an American songwriter and lyricist best known for co-writing the songs for Disney's Frozen, including the Academy Award-winning "Let It Go."
|
E173083
|
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: Kristen Anderson-Lopez | Statement: [Frozen, musicBy, Kristen Anderson-Lopez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kristen Anderson-Lopez Context triple: [Frozen, musicBy, Kristen Anderson-Lopez]
-
A.
Robert Lopez
Robert Lopez is an American songwriter and composer best known for co-creating the musicals "Avenue Q" and "The Book of Mormon" and for writing hit songs for Disney films such as "Frozen."
-
B.
Alan Menken
Alan Menken is an American composer and songwriter best known for creating the music to numerous Disney animated films, including "The Little Mermaid," "Beauty and the Beast," and "Aladdin."
-
C.
Marc Shaiman
Marc Shaiman is an American composer, lyricist, and arranger best known for his work on film scores and Broadway musicals, including the music for "Mary Poppins Returns."
-
D.
Howard Ashman
Howard Ashman was an American lyricist, playwright, and producer best known for his acclaimed work on Disney animated musicals such as "The Little Mermaid," "Beauty and the Beast," and "Aladdin."
-
E.
Jud Ashman
Jud Ashman is an American local politician who serves as the mayor of Gaithersburg, Maryland.
- 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: Kristen Anderson-Lopez Triple: [Frozen, musicBy, Kristen Anderson-Lopez]
Generated description
Kristen Anderson-Lopez is an American songwriter and lyricist best known for co-writing the songs for Disney's Frozen, including the Academy Award-winning "Let It Go."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kristen Anderson-Lopez Target entity description: Kristen Anderson-Lopez is an American songwriter and lyricist best known for co-writing the songs for Disney's Frozen, including the Academy Award-winning "Let It Go."
-
A.
Robert Lopez
Robert Lopez is an American songwriter and composer best known for co-creating the musicals "Avenue Q" and "The Book of Mormon" and for writing hit songs for Disney films such as "Frozen."
-
B.
Alan Menken
Alan Menken is an American composer and songwriter best known for creating the music to numerous Disney animated films, including "The Little Mermaid," "Beauty and the Beast," and "Aladdin."
-
C.
Marc Shaiman
Marc Shaiman is an American composer, lyricist, and arranger best known for his work on film scores and Broadway musicals, including the music for "Mary Poppins Returns."
-
D.
Howard Ashman
Howard Ashman was an American lyricist, playwright, and producer best known for his acclaimed work on Disney animated musicals such as "The Little Mermaid," "Beauty and the Beast," and "Aladdin."
-
E.
Jud Ashman
Jud Ashman is an American local politician who serves as the mayor of Gaithersburg, Maryland.
- 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_69a885e8caf88190a5fbb6159ce87786 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a907ed44ac8190953e428c831e24df |
completed | March 5, 2026, 4:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad2346e7b481909c105a969724591d |
completed | March 8, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69ad23d86d088190bbea03d5d49bc009 |
completed | March 8, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2459c38c8190a8c166c2743a8936 |
completed | March 8, 2026, 7:25 a.m. |
Created at: March 4, 2026, 7:26 p.m.