Triple

T20386315
Position Surface form Disambiguated ID Type / Status
Subject Funny About Love E497964 entity
Predicate mainCharacter P1183 FINISHED
Object Duffy Bergman
Duffy Bergman is the central character in the romantic comedy film "Funny About Love," portrayed as a cartoonist navigating the ups and downs of love and relationships.
E1428061 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: Duffy Bergman | Statement: [Funny About Love, mainCharacter, Duffy Bergman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duffy Bergman
Context triple: [Funny About Love, mainCharacter, Duffy Bergman]
  • A. Nat Borchers
    Nat Borchers is a retired American soccer defender best known for his long, stalwart career in Major League Soccer and his key role in helping Real Salt Lake win the 2009 MLS Cup.
  • B. Derek Wieland
    Derek Wieland is a keyboardist and composer best known for his work with the symphonic rock group Trans-Siberian Orchestra.
  • C. Dallas Bower
    Dallas Bower was a British film and television producer, director, and writer known for his work in early sound cinema and wartime propaganda films.
  • D. Tony Dawsey
    Tony Dawsey is a renowned American mastering engineer known for his work on numerous hip-hop and R&B albums.
  • E. Donny Berger
    Donny Berger is the crude, hard-partying father character played by Adam Sandler in the raunchy comedy film "That's My Boy."
  • 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: Duffy Bergman
Triple: [Funny About Love, mainCharacter, Duffy Bergman]
Generated description
Duffy Bergman is the central character in the romantic comedy film "Funny About Love," portrayed as a cartoonist navigating the ups and downs of love and relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duffy Bergman
Target entity description: Duffy Bergman is the central character in the romantic comedy film "Funny About Love," portrayed as a cartoonist navigating the ups and downs of love and relationships.
  • A. Nat Borchers
    Nat Borchers is a retired American soccer defender best known for his long, stalwart career in Major League Soccer and his key role in helping Real Salt Lake win the 2009 MLS Cup.
  • B. Derek Wieland
    Derek Wieland is a keyboardist and composer best known for his work with the symphonic rock group Trans-Siberian Orchestra.
  • C. Dallas Bower
    Dallas Bower was a British film and television producer, director, and writer known for his work in early sound cinema and wartime propaganda films.
  • D. Tony Dawsey
    Tony Dawsey is a renowned American mastering engineer known for his work on numerous hip-hop and R&B albums.
  • E. Donny Berger
    Donny Berger is the crude, hard-partying father character played by Adam Sandler in the raunchy comedy film "That's My Boy."
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790bcef481909453d19c846ab420 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08761d20a48190ad378eba3d22684a completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a0876f82dac8190a6c25fc0574a842a completed May 16, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0877ac99408190a31ee21894770334 completed May 16, 2026, 1:57 p.m.
Created at: April 16, 2026, 11:28 a.m.