Triple

T15675369
Position Surface form Disambiguated ID Type / Status
Subject Tom Ropelewski E377428 entity
Predicate notableWork P4 FINISHED
Object Loverboy (screenwriter)
Loverboy is a film written by screenwriter Tom Ropelewski, known as a romantic comedy centered on a young pizza delivery man whose female customers request more than just food.
 E1171344 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: Loverboy (screenwriter) | Statement: [Tom Ropelewski, notableWork, Loverboy (screenwriter)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loverboy (screenwriter)
Context triple: [Tom Ropelewski, notableWork, Loverboy (screenwriter)]
  • A. Larry Love
    Larry Love is the stage name of Rob Spragg, the charismatic frontman of the British band Alabama 3, known for their fusion of country, blues, and electronic music.
  • B. Kim Fowley
    Kim Fowley was an eccentric American record producer, songwriter, and impresario best known for assembling and managing the 1970s all-female rock band The Runaways.
  • C. Gil Cates
    Gil Cates was an American film, television, and theater producer and director best known for his multiple stints producing the Academy Awards telecasts.
  • D. Don Black
    Don Black is an American white supremacist and former Ku Klux Klan leader best known for founding the extremist website Stormfront.
  • E. Don Black
    Don Black is a renowned British lyricist best known for his work on numerous film themes and hit songs, including collaborations with major composers on James Bond soundtracks.
  • 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: Loverboy (screenwriter)
Triple: [Tom Ropelewski, notableWork, Loverboy (screenwriter)]
Generated description
Loverboy is a film written by screenwriter Tom Ropelewski, known as a romantic comedy centered on a young pizza delivery man whose female customers request more than just food.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loverboy (screenwriter)
Target entity description: Loverboy is a film written by screenwriter Tom Ropelewski, known as a romantic comedy centered on a young pizza delivery man whose female customers request more than just food.
  • A. Larry Love
    Larry Love is the stage name of Rob Spragg, the charismatic frontman of the British band Alabama 3, known for their fusion of country, blues, and electronic music.
  • B. Kim Fowley
    Kim Fowley was an eccentric American record producer, songwriter, and impresario best known for assembling and managing the 1970s all-female rock band The Runaways.
  • C. Gil Cates
    Gil Cates was an American film, television, and theater producer and director best known for his multiple stints producing the Academy Awards telecasts.
  • D. Don Black
    Don Black is an American white supremacist and former Ku Klux Klan leader best known for founding the extremist website Stormfront.
  • E. Don Black
    Don Black is a renowned British lyricist best known for his work on numerous film themes and hit songs, including collaborations with major composers on James Bond soundtracks.
  • 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.