Triple

T20178271
Position Surface form Disambiguated ID Type / Status
Subject Goosebumps SlappyWorld E492655 entity
Predicate bookInSeries P5478 FINISHED
Object Slappy's Return
Slappy's Return is a children's horror novel in the Goosebumps SlappyWorld series, featuring the evil ventriloquist dummy Slappy in another of his mischievous and terrifying adventures.
 E1421398 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: Slappy's Return | Statement: [Goosebumps SlappyWorld, bookInSeries, Slappy's Return]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Slappy's Return
Context triple: [Goosebumps SlappyWorld, bookInSeries, Slappy's Return]
  • A. Slappy in the Crosshairs
    Slappy in the Crosshairs is a children's horror novel in R.L. Stine’s Goosebumps SlappyWorld series, featuring the evil ventriloquist dummy Slappy as the central villain in a new spooky adventure.
  • B. Slappy in Dreamland
    Slappy in Dreamland is a children's horror novel in R.L. Stine's Goosebumps SlappyWorld series, featuring the evil ventriloquist dummy Slappy causing nightmares and chaos in a dream-themed adventure.
  • C. The Ghost of Slappy
    The Ghost of Slappy is a children's horror novel in R.L. Stine's Goosebumps SlappyWorld series that follows the sinister return of the evil ventriloquist dummy Slappy as a ghostly menace.
  • D. I Am Slappy's Evil Twin
    "I Am Slappy's Evil Twin" is a children's horror novel by R.L. Stine in the Goosebumps SlappyWorld series, featuring the notorious ventriloquist dummy Slappy and his even more sinister twin.
  • E. My Friend Slappy
    "My Friend Slappy" is a children's horror novel in R.L. Stine's Goosebumps SlappyWorld series, featuring the iconic evil ventriloquist dummy Slappy in a new creepy adventure.
  • 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: Slappy's Return
Triple: [Goosebumps SlappyWorld, bookInSeries, Slappy's Return]
Generated description
Slappy's Return is a children's horror novel in the Goosebumps SlappyWorld series, featuring the evil ventriloquist dummy Slappy in another of his mischievous and terrifying adventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Slappy's Return
Target entity description: Slappy's Return is a children's horror novel in the Goosebumps SlappyWorld series, featuring the evil ventriloquist dummy Slappy in another of his mischievous and terrifying adventures.
  • A. Slappy in the Crosshairs
    Slappy in the Crosshairs is a children's horror novel in R.L. Stine’s Goosebumps SlappyWorld series, featuring the evil ventriloquist dummy Slappy as the central villain in a new spooky adventure.
  • B. Slappy in Dreamland
    Slappy in Dreamland is a children's horror novel in R.L. Stine's Goosebumps SlappyWorld series, featuring the evil ventriloquist dummy Slappy causing nightmares and chaos in a dream-themed adventure.
  • C. The Ghost of Slappy
    The Ghost of Slappy is a children's horror novel in R.L. Stine's Goosebumps SlappyWorld series that follows the sinister return of the evil ventriloquist dummy Slappy as a ghostly menace.
  • D. I Am Slappy's Evil Twin
    "I Am Slappy's Evil Twin" is a children's horror novel by R.L. Stine in the Goosebumps SlappyWorld series, featuring the notorious ventriloquist dummy Slappy and his even more sinister twin.
  • E. My Friend Slappy
    "My Friend Slappy" is a children's horror novel in R.L. Stine's Goosebumps SlappyWorld series, featuring the iconic evil ventriloquist dummy Slappy in a new creepy adventure.
  • 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_69da6268a034819081cbd9ea5a1c9475 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e668ed07c8819091bd9ffda237a91c completed April 20, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085518281081908dfe007d069500e8 completed May 16, 2026, 11:29 a.m.
NEDg Description generation batch_6a085618ace481909f4ee65a255fcf6c completed May 16, 2026, 11:33 a.m.
NED2 Entity disambiguation (via description) batch_6a08576602c8819084ed5a52ac5e37eb completed May 16, 2026, 11:39 a.m.
Created at: April 11, 2026, 11:36 p.m.