Triple

T12959034
Position Surface form Disambiguated ID Type / Status
Subject Sycamore Pictures E310088 entity
Predicate notableWork P4 FINISHED
Object The DUFF
The DUFF is a 2015 teen comedy film about a high school girl who challenges social labels after discovering she’s considered the “Designated Ugly Fat Friend” of her friend group.
E1014141 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 DUFF | Statement: [Sycamore Pictures, notableWork, The DUFF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The DUFF
Context triple: [Sycamore Pictures, notableWork, The DUFF]
  • A. Duff
    Duff is a common nickname used by British rail enthusiasts for the British Rail Class 47 diesel-electric locomotive.
  • B. Duff
    Duff is a masculine given name of Scottish origin, traditionally derived from a Gaelic word meaning "dark" or "swarthy."
  • C. Huff-Duff
    Huff-Duff (high-frequency direction finding) was a World War II radio direction-finding technology used primarily by the Allies to locate enemy submarines and ships by tracking their radio transmissions.
  • D. Little Land of Duff
    Little Land of Duff is a miniature theme-park area within Duff Gardens in The Simpsons universe, parodying child-oriented fantasy lands with a beer-branded twist.
  • E. Duffle Bag Boy
    "Duffle Bag Boy" is a 2007 Southern hip hop single by Playaz Circle featuring Lil Wayne, best known for its catchy hook and depiction of street hustling.
  • 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 DUFF
Triple: [Sycamore Pictures, notableWork, The DUFF]
Generated description
The DUFF is a 2015 teen comedy film about a high school girl who challenges social labels after discovering she’s considered the “Designated Ugly Fat Friend” of her friend group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The DUFF
Target entity description: The DUFF is a 2015 teen comedy film about a high school girl who challenges social labels after discovering she’s considered the “Designated Ugly Fat Friend” of her friend group.
  • A. Duff
    Duff is a common nickname used by British rail enthusiasts for the British Rail Class 47 diesel-electric locomotive.
  • B. Duff
    Duff is a masculine given name of Scottish origin, traditionally derived from a Gaelic word meaning "dark" or "swarthy."
  • C. Huff-Duff
    Huff-Duff (high-frequency direction finding) was a World War II radio direction-finding technology used primarily by the Allies to locate enemy submarines and ships by tracking their radio transmissions.
  • D. Little Land of Duff
    Little Land of Duff is a miniature theme-park area within Duff Gardens in The Simpsons universe, parodying child-oriented fantasy lands with a beer-branded twist.
  • E. Duffle Bag Boy
    "Duffle Bag Boy" is a 2007 Southern hip hop single by Playaz Circle featuring Lil Wayne, best known for its catchy hook and depiction of street hustling.
  • 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_69d7bdfb57a88190836b743e2825feca completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97e2e44908190bb8b43fc5c3b8a8a completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8dddd80819094c80ef405024419 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6ba0904e8819098bae29961bf0046 completed May 3, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb8216fc8190a0119d434adf13a5 completed May 3, 2026, 3:05 a.m.
Created at: April 9, 2026, 5:44 p.m.