Triple

T10553826
Position Surface form Disambiguated ID Type / Status
Subject Love Don't Cost a Thing E249022 entity
Predicate screenwriter P2831 FINISHED
Object Michael Swerdlick
Michael Swerdlick is a screenwriter best known for his work on the teen romantic comedy film "Love Don't Cost a Thing."
E876900 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: Michael Swerdlick | Statement: [Love Don't Cost a Thing, screenwriter, Michael Swerdlick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Swerdlick
Context triple: [Love Don't Cost a Thing, screenwriter, Michael Swerdlick]
  • A. Sidney Salkow
    Sidney Salkow was an American film and television director known for his work on mid-20th-century Westerns, adventure films, and genre pictures.
  • B. Edmund Meisel
    Edmund Meisel was a German composer best known for his pioneering, politically charged film scores for silent cinema, particularly his work on Soviet montage films.
  • C. Alfred Teitelbaum
    Alfred Teitelbaum, better known as Alfred Tarski, was a Polish-American logician and mathematician renowned for his foundational work in model theory, formal semantics, and the concept of truth in formalized languages.
  • D. Adolf Berman
    Adolf Berman was a Polish Jewish activist, Holocaust survivor, and politician known for his role in the Jewish resistance and postwar advocacy for survivors’ rights.
  • E. Ernest Klenk
    Ernest Klenk is the bumbling credit-card company employee who serves as the comedic protagonist in the 1963 film "The Man from the Diners' Club."
  • 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: Michael Swerdlick
Triple: [Love Don't Cost a Thing, screenwriter, Michael Swerdlick]
Generated description
Michael Swerdlick is a screenwriter best known for his work on the teen romantic comedy film "Love Don't Cost a Thing."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Swerdlick
Target entity description: Michael Swerdlick is a screenwriter best known for his work on the teen romantic comedy film "Love Don't Cost a Thing."
  • A. Sidney Salkow
    Sidney Salkow was an American film and television director known for his work on mid-20th-century Westerns, adventure films, and genre pictures.
  • B. Edmund Meisel
    Edmund Meisel was a German composer best known for his pioneering, politically charged film scores for silent cinema, particularly his work on Soviet montage films.
  • C. Alfred Teitelbaum
    Alfred Teitelbaum, better known as Alfred Tarski, was a Polish-American logician and mathematician renowned for his foundational work in model theory, formal semantics, and the concept of truth in formalized languages.
  • D. Adolf Berman
    Adolf Berman was a Polish Jewish activist, Holocaust survivor, and politician known for his role in the Jewish resistance and postwar advocacy for survivors’ rights.
  • E. Ernest Klenk
    Ernest Klenk is the bumbling credit-card company employee who serves as the comedic protagonist in the 1963 film "The Man from the Diners' Club."
  • 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_69d381c733c08190ab1dd6239f5f34ae completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d527118da081909ca61bc555a17609 completed April 7, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d97a10f17081909fd9465cf35685a1 completed April 10, 2026, 10:30 p.m.
NEDg Description generation batch_69d97c7bc87481908d50eb6f294170eb completed April 10, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69d97e015b088190a97822675eecaa5a completed April 10, 2026, 10:47 p.m.
Created at: April 6, 2026, 12:34 p.m.