Triple

T12947602
Position Surface form Disambiguated ID Type / Status
Subject Happiest Season E309809 entity
Predicate producer P490 FINISHED
Object Isaac Klausner
Isaac Klausner is a film producer known for his work on contemporary romantic comedies and dramas, including the LGBTQ+ holiday film "Happiest Season."
E1015255 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: Isaac Klausner | Statement: [Happiest Season, producer, Isaac Klausner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isaac Klausner
Context triple: [Happiest Season, producer, Isaac Klausner]
  • A. Isaac Horowitz
    Isaac Horowitz was a prominent control theorist and engineer known for his influential contributions to feedback control system design and robust control theory.
  • B. Isaac Jaffe
    Isaac Jaffe is a seasoned, wise, and principled executive producer who serves as a mentor and authority figure on the television series "Sports Night."
  • C. Isaac Ehrlich
    Isaac Ehrlich is an economist known for his work on the economic analysis of crime, deterrence, and the death penalty.
  • D. Israel Iskowitz
    Israel Iskowitz was the birth name of Eddie Cantor, a famous American comedian, singer, actor, and radio and film star of the early 20th century.
  • E. John Altschuler
    John Altschuler is an American television writer and producer best known for co-creating and producing the animated series "King of the Hill" and "Silicon Valley."
  • 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: Isaac Klausner
Triple: [Happiest Season, producer, Isaac Klausner]
Generated description
Isaac Klausner is a film producer known for his work on contemporary romantic comedies and dramas, including the LGBTQ+ holiday film "Happiest Season."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isaac Klausner
Target entity description: Isaac Klausner is a film producer known for his work on contemporary romantic comedies and dramas, including the LGBTQ+ holiday film "Happiest Season."
  • A. Isaac Horowitz
    Isaac Horowitz was a prominent control theorist and engineer known for his influential contributions to feedback control system design and robust control theory.
  • B. Isaac Jaffe
    Isaac Jaffe is a seasoned, wise, and principled executive producer who serves as a mentor and authority figure on the television series "Sports Night."
  • C. Isaac Ehrlich
    Isaac Ehrlich is an economist known for his work on the economic analysis of crime, deterrence, and the death penalty.
  • D. Israel Iskowitz
    Israel Iskowitz was the birth name of Eddie Cantor, a famous American comedian, singer, actor, and radio and film star of the early 20th century.
  • E. John Altschuler
    John Altschuler is an American television writer and producer best known for co-creating and producing the animated series "King of the Hill" and "Silicon Valley."
  • 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_69d7bdfb57a88190836b743e2825feca completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97e1c67b8819094e5243267f93ce2 completed April 10, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c0ec7e8081909fcff6cff11a9337 completed May 3, 2026, 3:28 a.m.
NEDg Description generation batch_69f6c30cf4f88190b0f2cf958df043c0 completed May 3, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_69f6c38bc0b08190b76cb0853d99ad82 completed May 3, 2026, 3:39 a.m.
Created at: April 9, 2026, 5:43 p.m.