Triple

T2008240
Position Surface form Disambiguated ID Type / Status
Subject Yolanda and the Thief E43633 entity
Predicate screenwriter P2831 FINISHED
Object Ludwig Bemelmans
Ludwig Bemelmans was an Austrian-born American writer and illustrator best known as the creator of the beloved "Madeline" children's book series.
 E224488 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: Ludwig Bemelmans | Statement: [Yolanda and the Thief, screenwriter, Ludwig Bemelmans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ludwig Bemelmans
Context triple: [Yolanda and the Thief, screenwriter, Ludwig Bemelmans]
  • A. Eric Carle
    Eric Carle was an American author and illustrator best known for his distinctive collage-style artwork and beloved children's books such as "The Very Hungry Caterpillar."
  • B. Chris Van Allsburg
    Chris Van Allsburg is an American author and illustrator renowned for his imaginative, atmospheric children's picture books, including the award-winning classics "Jumanji" and "The Polar Express."
  • C. Dr. Seuss
    Dr. Seuss was an American children’s author and illustrator renowned for his whimsical rhyming stories and imaginative characters in books such as "The Cat in the Hat" and "Green Eggs and Ham."
  • D. Robert McCloskey
    Robert McCloskey was an American author and illustrator best known for his classic children's books, including the Caldecott Medal–winning "Make Way for Ducklings."
  • E. W. W. Denslow
    W. W. Denslow was an American illustrator and caricaturist best known for creating the original iconic illustrations for L. Frank Baum’s Oz books.
  • 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: Ludwig Bemelmans
Triple: [Yolanda and the Thief, screenwriter, Ludwig Bemelmans]
Generated description
Ludwig Bemelmans was an Austrian-born American writer and illustrator best known as the creator of the beloved "Madeline" children's book series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ludwig Bemelmans
Target entity description: Ludwig Bemelmans was an Austrian-born American writer and illustrator best known as the creator of the beloved "Madeline" children's book series.
  • A. Eric Carle
    Eric Carle was an American author and illustrator best known for his distinctive collage-style artwork and beloved children's books such as "The Very Hungry Caterpillar."
  • B. Chris Van Allsburg
    Chris Van Allsburg is an American author and illustrator renowned for his imaginative, atmospheric children's picture books, including the award-winning classics "Jumanji" and "The Polar Express."
  • C. Dr. Seuss
    Dr. Seuss was an American children’s author and illustrator renowned for his whimsical rhyming stories and imaginative characters in books such as "The Cat in the Hat" and "Green Eggs and Ham."
  • D. Robert McCloskey
    Robert McCloskey was an American author and illustrator best known for his classic children's books, including the Caldecott Medal–winning "Make Way for Ducklings."
  • E. W. W. Denslow
    W. W. Denslow was an American illustrator and caricaturist best known for creating the original iconic illustrations for L. Frank Baum’s Oz books.
  • 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_69a88716e9f08190946313fdc949e3cf completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb89aca908190b8b659af65afdf6f completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0ae12d708190bcfe91e3ab53f04e completed March 8, 2026, 11:48 p.m.
NEDg Description generation batch_69ae0b63b85c819096fc8ad12ace4d22 completed March 8, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69ae0bc55fcc8190bf117ef1328b8a76 completed March 8, 2026, 11:52 p.m.
Created at: March 4, 2026, 7:37 p.m.