Triple

T8651544
Position Surface form Disambiguated ID Type / Status
Subject Hotel Transylvania: Transformania E205109 entity
Predicate featuresCharacter P626 FINISHED
Object Johnny Loughran
Johnny Loughran is the energetic, easygoing human who becomes Dracula’s son-in-law and a central comedic character in the Hotel Transylvania animated film series.
E772316 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: Johnny Loughran | Statement: [Hotel Transylvania: Transformania, featuresCharacter, Johnny Loughran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnny Loughran
Context triple: [Hotel Transylvania: Transformania, featuresCharacter, Johnny Loughran]
  • A. Willy Meehan
    Willy Meehan is a recurring character in Mary Higgins Clark’s "Alvirah and Willy" mystery series, known as Alvirah’s devoted husband and partner in amateur sleuthing.
  • B. Tony McAnaney
    Tony McAnaney is a British musician and composer best known for his work on television, particularly his music for the comedy-drama series "Auf Wiedersehen, Pet."
  • C. Eddie Boland
    Eddie Boland was an American character actor of the silent and early sound film era, known for his comic supporting roles in numerous Hollywood productions.
  • D. Joe Dowling
    Joe Dowling is an Irish theatre director best known for his long tenure as artistic director of the Guthrie Theater in Minneapolis.
  • E. Frank Flannagan
    Frank Flannagan is the charming, womanizing American businessman portrayed by Gary Cooper in Billy Wilder’s romantic comedy film "Love in the Afternoon."
  • 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: Johnny Loughran
Triple: [Hotel Transylvania: Transformania, featuresCharacter, Johnny Loughran]
Generated description
Johnny Loughran is the energetic, easygoing human who becomes Dracula’s son-in-law and a central comedic character in the Hotel Transylvania animated film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnny Loughran
Target entity description: Johnny Loughran is the energetic, easygoing human who becomes Dracula’s son-in-law and a central comedic character in the Hotel Transylvania animated film series.
  • A. Willy Meehan
    Willy Meehan is a recurring character in Mary Higgins Clark’s "Alvirah and Willy" mystery series, known as Alvirah’s devoted husband and partner in amateur sleuthing.
  • B. Tony McAnaney
    Tony McAnaney is a British musician and composer best known for his work on television, particularly his music for the comedy-drama series "Auf Wiedersehen, Pet."
  • C. Eddie Boland
    Eddie Boland was an American character actor of the silent and early sound film era, known for his comic supporting roles in numerous Hollywood productions.
  • D. Joe Dowling
    Joe Dowling is an Irish theatre director best known for his long tenure as artistic director of the Guthrie Theater in Minneapolis.
  • E. Frank Flannagan
    Frank Flannagan is the charming, womanizing American businessman portrayed by Gary Cooper in Billy Wilder’s romantic comedy film "Love in the Afternoon."
  • 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_69ca834e56848190abb0eeaec9dedd32 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc484051b48190b1d0cc63426c204d completed March 31, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfdb7875448190a2478cbb623c31e6 completed April 3, 2026, 3:23 p.m.
NEDg Description generation batch_69cfdc384884819083334642471c274a completed April 3, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69cfdc99a59c8190b509f66fa656bd77 completed April 3, 2026, 3:28 p.m.
Created at: March 30, 2026, 6:29 p.m.