Triple
T15675368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom Ropelewski |
E377428
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Next Best Thing (screenwriter)
The Next Best Thing is a romantic comedy-drama film best known for starring Madonna and Rupert Everett and exploring the complications of an unconventional family arrangement.
|
E1171343
|
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: The Next Best Thing (screenwriter) | Statement: [Tom Ropelewski, notableWork, The Next Best Thing (screenwriter)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Next Best Thing (screenwriter) Context triple: [Tom Ropelewski, notableWork, The Next Best Thing (screenwriter)]
-
A.
Leslye Headland
Leslye Headland is an American playwright, screenwriter, and director best known for co-creating the Netflix series "Russian Doll" and for her sharp, darkly comedic storytelling.
-
B.
Heidi Stillman
Heidi Stillman is an American theater director, playwright, and adapter known for her long-time leadership and innovative storytelling work with Chicago’s Lookingglass Theatre Company.
-
C.
Diablo Cody
Diablo Cody is an Academy Award–winning American screenwriter and author best known for her sharp, character-driven scripts in films such as "Juno" and "Young Adult."
-
D.
Nicole Holofcener
Nicole Holofcener is an American filmmaker and screenwriter known for her sharply observed, character-driven comedies and dramas exploring relationships, identity, and everyday moral dilemmas.
-
E.
Lynn Shelton
Lynn Shelton was an American filmmaker and television director known for her work in independent cinema and on acclaimed TV series.
- 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: The Next Best Thing (screenwriter) Triple: [Tom Ropelewski, notableWork, The Next Best Thing (screenwriter)]
Generated description
The Next Best Thing is a romantic comedy-drama film best known for starring Madonna and Rupert Everett and exploring the complications of an unconventional family arrangement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Next Best Thing (screenwriter) Target entity description: The Next Best Thing is a romantic comedy-drama film best known for starring Madonna and Rupert Everett and exploring the complications of an unconventional family arrangement.
-
A.
Leslye Headland
Leslye Headland is an American playwright, screenwriter, and director best known for co-creating the Netflix series "Russian Doll" and for her sharp, darkly comedic storytelling.
-
B.
Heidi Stillman
Heidi Stillman is an American theater director, playwright, and adapter known for her long-time leadership and innovative storytelling work with Chicago’s Lookingglass Theatre Company.
-
C.
Diablo Cody
Diablo Cody is an Academy Award–winning American screenwriter and author best known for her sharp, character-driven scripts in films such as "Juno" and "Young Adult."
-
D.
Nicole Holofcener
Nicole Holofcener is an American filmmaker and screenwriter known for her sharply observed, character-driven comedies and dramas exploring relationships, identity, and everyday moral dilemmas.
-
E.
Lynn Shelton
Lynn Shelton was an American filmmaker and television director known for her work in independent cinema and on acclaimed TV series.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f2c996c8190a9ebe0e92608feaa |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff6edd85148190b6d5c3981204dd77 |
completed | May 9, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69ff6fd9c968819098b2552a9deb0445 |
completed | May 9, 2026, 5:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff708d42448190a53b90e00721eaa5 |
completed | May 9, 2026, 5:36 p.m. |
Created at: April 10, 2026, 4:16 a.m.