Triple

T2008046
Position Surface form Disambiguated ID Type / Status
Subject On the Beach E43629 entity
Predicate screenwriter P2831 FINISHED
Object John Paxton
John Paxton was an American screenwriter known for his acclaimed adaptations of literary works and his contributions to mid-20th-century Hollywood cinema.
E229591 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: John Paxton | Statement: [On the Beach, screenwriter, John Paxton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Paxton
Context triple: [On the Beach, screenwriter, John Paxton]
  • A. Paul Bransom
    Paul Bransom was an American illustrator and wildlife artist best known for his detailed animal drawings in early 20th-century books and magazines.
  • B. Roger Bresnahan
    Roger Bresnahan was an innovative early 20th-century Major League Baseball catcher and Hall of Famer, known for pioneering the use of protective equipment such as shin guards.
  • C. Oscar Folsom
    Oscar Folsom was an American lawyer from Buffalo, New York, best known as the father of Frances Folsom Cleveland, the youngest First Lady in U.S. history.
  • D. Ben E. Cabell
    Ben E. Cabell was an American politician who served as mayor of Dallas, Texas, in the early 20th century.
  • E. James Campbell Walker
    James Campbell Walker was a 19th-century Scottish architect known for designing notable public buildings, including several Carnegie libraries.
  • 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: John Paxton
Triple: [On the Beach, screenwriter, John Paxton]
Generated description
John Paxton was an American screenwriter known for his acclaimed adaptations of literary works and his contributions to mid-20th-century Hollywood cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Paxton
Target entity description: John Paxton was an American screenwriter known for his acclaimed adaptations of literary works and his contributions to mid-20th-century Hollywood cinema.
  • A. Paul Bransom
    Paul Bransom was an American illustrator and wildlife artist best known for his detailed animal drawings in early 20th-century books and magazines.
  • B. Roger Bresnahan
    Roger Bresnahan was an innovative early 20th-century Major League Baseball catcher and Hall of Famer, known for pioneering the use of protective equipment such as shin guards.
  • C. Oscar Folsom
    Oscar Folsom was an American lawyer from Buffalo, New York, best known as the father of Frances Folsom Cleveland, the youngest First Lady in U.S. history.
  • D. Ben E. Cabell
    Ben E. Cabell was an American politician who served as mayor of Dallas, Texas, in the early 20th century.
  • E. James Campbell Walker
    James Campbell Walker was a 19th-century Scottish architect known for designing notable public buildings, including several Carnegie libraries.
  • 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_69ae1fe068ac8190b0999e4f881d134a completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae2092c3ac8190b2f1f3e9c980f40a completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae21c757c88190a151e01ee0825d85 completed March 9, 2026, 1:26 a.m.
Created at: March 4, 2026, 7:37 p.m.