Triple

T20178261
Position Surface form Disambiguated ID Type / Status
Subject Goosebumps SlappyWorld E492655 entity
Predicate bookInSeries P5478 FINISHED
Object Fifth-Grade Zombies
Fifth-Grade Zombies is a children's horror novel in R.L. Stine's Goosebumps SlappyWorld series that follows a group of fifth graders who suspect their classmates may actually be the living dead.
E1416766 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: Fifth-Grade Zombies | Statement: [Goosebumps SlappyWorld, bookInSeries, Fifth-Grade Zombies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fifth-Grade Zombies
Context triple: [Goosebumps SlappyWorld, bookInSeries, Fifth-Grade Zombies]
  • A. The Plague of the Zombies
    The Plague of the Zombies is a 1966 British Hammer horror film that helped popularize the modern cinematic depiction of zombies through its atmospheric Cornish setting and voodoo-themed storyline.
  • B. Scouts Guide to the Zombie Apocalypse
    Scouts Guide to the Zombie Apocalypse is a 2015 horror-comedy film that follows a group of teenage Boy Scouts who must use their skills to survive and battle a sudden zombie outbreak in their small town.
  • C. The Zombie Survival Guide
    The Zombie Survival Guide is a satirical yet straight-faced survival manual by Max Brooks that details strategies for preparing for and surviving a hypothetical zombie apocalypse.
  • D. Zombie Jamboree
    "Zombie Jamboree" is a calypso song, also known as "Back to Back," that humorously depicts a lively dance party of the undead and has been covered by numerous artists over the decades.
  • E. Eye of the Zombie
    Eye of the Zombie is a 1986 solo studio album by American musician John Fogerty that blends rock, R&B, and swamp-influenced sounds.
  • 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: Fifth-Grade Zombies
Triple: [Goosebumps SlappyWorld, bookInSeries, Fifth-Grade Zombies]
Generated description
Fifth-Grade Zombies is a children's horror novel in R.L. Stine's Goosebumps SlappyWorld series that follows a group of fifth graders who suspect their classmates may actually be the living dead.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fifth-Grade Zombies
Target entity description: Fifth-Grade Zombies is a children's horror novel in R.L. Stine's Goosebumps SlappyWorld series that follows a group of fifth graders who suspect their classmates may actually be the living dead.
  • A. The Plague of the Zombies
    The Plague of the Zombies is a 1966 British Hammer horror film that helped popularize the modern cinematic depiction of zombies through its atmospheric Cornish setting and voodoo-themed storyline.
  • B. Scouts Guide to the Zombie Apocalypse
    Scouts Guide to the Zombie Apocalypse is a 2015 horror-comedy film that follows a group of teenage Boy Scouts who must use their skills to survive and battle a sudden zombie outbreak in their small town.
  • C. The Zombie Survival Guide
    The Zombie Survival Guide is a satirical yet straight-faced survival manual by Max Brooks that details strategies for preparing for and surviving a hypothetical zombie apocalypse.
  • D. Zombie Jamboree
    "Zombie Jamboree" is a calypso song, also known as "Back to Back," that humorously depicts a lively dance party of the undead and has been covered by numerous artists over the decades.
  • E. Eye of the Zombie
    Eye of the Zombie is a 1986 solo studio album by American musician John Fogerty that blends rock, R&B, and swamp-influenced sounds.
  • 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_6a083c79d2948190a1df0d3bd1f9c6ad completed May 16, 2026, 9:44 a.m.
NEDg Description generation batch_6a083d86085c8190a71d0dce65c659a4 completed May 16, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_6a083eb380f48190bda8549d122f830b completed May 16, 2026, 9:53 a.m.
Created at: April 11, 2026, 11:36 p.m.