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.