Triple

T7714512
Position Surface form Disambiguated ID Type / Status
Subject Kung Fu Panda 2 E174847 entity
Predicate screenwriter P2831 FINISHED
Object Jonathan Aibel
Jonathan Aibel is an American screenwriter and producer best known for co-writing hit animated films such as the Kung Fu Panda series and Trolls.
 E683350 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: Jonathan Aibel | Statement: [Kung Fu Panda 2, screenwriter, Jonathan Aibel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jonathan Aibel
Context triple: [Kung Fu Panda 2, screenwriter, Jonathan Aibel]
  • A. Justin Marks
    Justin Marks is an American screenwriter best known for writing Disney's live-action adaptation of The Jungle Book (2016) and other film and television projects.
  • B. Martin Hurson
    Martin Hurson was an Irish republican and Provisional IRA member who died on hunger strike in the Maze Prison during the 1981 Irish hunger strikes.
  • C. Andrew Adamson
    Andrew Adamson is a New Zealand film director and screenwriter best known for co-directing the first two Shrek films and directing several adaptations in The Chronicles of Narnia series.
  • D. Christopher L. Yost
    Christopher L. Yost is an American screenwriter and comic book writer known for his work on Marvel films and animated series, including co-writing the screenplay for Thor: Ragnarok.
  • E. Michael Yeargan
    Michael Yeargan is an American scenic designer renowned for his work in opera and theatre, including major productions at leading companies such as the Metropolitan Opera and Broadway.
  • 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: Jonathan Aibel
Triple: [Kung Fu Panda 2, screenwriter, Jonathan Aibel]
Generated description
Jonathan Aibel is an American screenwriter and producer best known for co-writing hit animated films such as the Kung Fu Panda series and Trolls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jonathan Aibel
Target entity description: Jonathan Aibel is an American screenwriter and producer best known for co-writing hit animated films such as the Kung Fu Panda series and Trolls.
  • A. Justin Marks
    Justin Marks is an American screenwriter best known for writing Disney's live-action adaptation of The Jungle Book (2016) and other film and television projects.
  • B. Martin Hurson
    Martin Hurson was an Irish republican and Provisional IRA member who died on hunger strike in the Maze Prison during the 1981 Irish hunger strikes.
  • C. Andrew Adamson
    Andrew Adamson is a New Zealand film director and screenwriter best known for co-directing the first two Shrek films and directing several adaptations in The Chronicles of Narnia series.
  • D. Christopher L. Yost
    Christopher L. Yost is an American screenwriter and comic book writer known for his work on Marvel films and animated series, including co-writing the screenplay for Thor: Ragnarok.
  • E. Michael Yeargan
    Michael Yeargan is an American scenic designer renowned for his work in opera and theatre, including major productions at leading companies such as the Metropolitan Opera and Broadway.
  • 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_69c6995c463c8190a14458036249d419 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702ca8f048190a6ea27b8cee2f93e completed March 27, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8acd5e32c8190869834b21aeae8a7 completed March 29, 2026, 4:38 a.m.
NEDg Description generation batch_69c8ae0383688190be1dbd27262fe717 completed March 29, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69c8ae85027c81908a7871ebcb0d27bd completed March 29, 2026, 4:45 a.m.
Created at: March 27, 2026, 4:04 p.m.