Triple

T16161415
Position Surface form Disambiguated ID Type / Status
Subject Sandy Wexler E392188 entity
Predicate screenwriter P2831 FINISHED
Object Paul Sado
Paul Sado is a screenwriter known for co-writing the Adam Sandler comedy film "Sandy Wexler."
E1198129 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: Paul Sado | Statement: [Sandy Wexler, screenwriter, Paul Sado]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Sado
Context triple: [Sandy Wexler, screenwriter, Paul Sado]
  • A. Jerry Brudos
    Jerry Brudos was an American serial killer active in the late 1960s, known for murdering women in Oregon and for his fetishistic crimes involving women's shoes and clothing.
  • B. Adam Sors
    Adam Sors is the central protagonist of the historical drama film "Sunshine," whose life and family saga trace the turbulent political and social upheavals of 20th-century Hungary.
  • C. Adrian Niman
    Adrian Niman is a chef and restaurateur best known as the founder of the Toronto-based catering company The Food Dudes.
  • D. Stephen Rojack
    Stephen Rojack is the psychologically tormented, war-hero-turned-TV-personality at the center of Norman Mailer’s novel "An American Dream," whose violent actions and moral unraveling drive the book’s exploration of guilt, power, and existential crisis.
  • E. Philip Sabes
    Philip Sabes is a neuroscientist and entrepreneur known for his work on brain–computer interfaces and for co-founding the neurotechnology company Neuralink.
  • 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: Paul Sado
Triple: [Sandy Wexler, screenwriter, Paul Sado]
Generated description
Paul Sado is a screenwriter known for co-writing the Adam Sandler comedy film "Sandy Wexler."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Sado
Target entity description: Paul Sado is a screenwriter known for co-writing the Adam Sandler comedy film "Sandy Wexler."
  • A. Jerry Brudos
    Jerry Brudos was an American serial killer active in the late 1960s, known for murdering women in Oregon and for his fetishistic crimes involving women's shoes and clothing.
  • B. Adam Sors
    Adam Sors is the central protagonist of the historical drama film "Sunshine," whose life and family saga trace the turbulent political and social upheavals of 20th-century Hungary.
  • C. Adrian Niman
    Adrian Niman is a chef and restaurateur best known as the founder of the Toronto-based catering company The Food Dudes.
  • D. Stephen Rojack
    Stephen Rojack is the psychologically tormented, war-hero-turned-TV-personality at the center of Norman Mailer’s novel "An American Dream," whose violent actions and moral unraveling drive the book’s exploration of guilt, power, and existential crisis.
  • E. Philip Sabes
    Philip Sabes is a neuroscientist and entrepreneur known for his work on brain–computer interfaces and for co-founding the neurotechnology company Neuralink.
  • 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e5f0cb48190aae995d88382e055 completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7b33f3481909fe856b8be7d9bcd completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff86a556c819096bc008e1ca76e8c completed May 10, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69fff926120081909f1042bf3a16ea10 completed May 10, 2026, 3:19 a.m.
Created at: April 10, 2026, 5:02 a.m.