Triple

T8129514
Position Surface form Disambiguated ID Type / Status
Subject Love, Simon E189819 entity
Predicate screenwriter P2831 FINISHED
Object Isaac Aptaker
Isaac Aptaker is an American screenwriter and producer best known for co-writing the acclaimed teen romantic comedy-drama film "Love, Simon" and for his work on television series such as "This Is Us."
E714753 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 Aptaker | Statement: [Love, Simon, screenwriter, Isaac Aptaker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isaac Aptaker
Context triple: [Love, Simon, screenwriter, Isaac Aptaker]
  • A. Jules Furthman
    Jules Furthman was an American screenwriter renowned for his work on numerous classic Hollywood films from the silent era through the 1940s, including collaborations with directors like Howard Hawks.
  • B. Neal Hefti
    Neal Hefti was an American jazz trumpeter, composer, and arranger best known for his big band work and iconic television and film scores, including the theme for the 1960s Batman series.
  • C. Isaac Goldberg
    Isaac Goldberg was an American author, critic, and translator known for his works on literature, music, and Latin American culture in the early 20th century.
  • D. George Marks
    George Marks was a film editor known for his work on early American cinema, including the pioneering all-talking feature "Lights of New York."
  • E. George Zames
    George Zames was a prominent control theorist known for his foundational contributions to robust control and H-infinity methods in systems engineering.
  • 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 Aptaker
Triple: [Love, Simon, screenwriter, Isaac Aptaker]
Generated description
Isaac Aptaker is an American screenwriter and producer best known for co-writing the acclaimed teen romantic comedy-drama film "Love, Simon" and for his work on television series such as "This Is Us."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isaac Aptaker
Target entity description: Isaac Aptaker is an American screenwriter and producer best known for co-writing the acclaimed teen romantic comedy-drama film "Love, Simon" and for his work on television series such as "This Is Us."
  • A. Jules Furthman
    Jules Furthman was an American screenwriter renowned for his work on numerous classic Hollywood films from the silent era through the 1940s, including collaborations with directors like Howard Hawks.
  • B. Neal Hefti
    Neal Hefti was an American jazz trumpeter, composer, and arranger best known for his big band work and iconic television and film scores, including the theme for the 1960s Batman series.
  • C. Isaac Goldberg
    Isaac Goldberg was an American author, critic, and translator known for his works on literature, music, and Latin American culture in the early 20th century.
  • D. George Marks
    George Marks was a film editor known for his work on early American cinema, including the pioneering all-talking feature "Lights of New York."
  • E. George Zames
    George Zames was a prominent control theorist known for his foundational contributions to robust control and H-infinity methods in systems engineering.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43b6b4dc8190be237e6dd21c863b completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc947303f881908e16af664fb74dc8 completed April 1, 2026, 3:43 a.m.
NEDg Description generation batch_69cca83322748190bdd532552d972089 completed April 1, 2026, 5:08 a.m.
NED2 Entity disambiguation (via description) batch_69cca913304c8190a0ce9c468d98269f completed April 1, 2026, 5:11 a.m.
Created at: March 30, 2026, 5:34 p.m.