Triple

T20333346
Position Surface form Disambiguated ID Type / Status
Subject Waterless Flood E492538 entity
Predicate associatedWithCharacter P1481 FINISHED
Object Toby
Toby is a central character in Margaret Atwood’s MaddAddam trilogy, a resilient survivor and former God’s Gardener who navigates the aftermath of the Waterless Flood pandemic.
E114760 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: Toby | Statement: [Waterless Flood, associatedWithCharacter, Toby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toby
Context triple: [Waterless Flood, associatedWithCharacter, Toby]
  • A. Toby
    Toby is a masculine given name commonly used in English-speaking countries, often as a diminutive of Tobias.
  • B. Toby
    Toby is a central protagonist in Margaret Atwood’s dystopian MaddAddam trilogy, known for her resilience, survival skills, and complex moral perspective in a post-apocalyptic world.
  • C. Toby
    Toby is a young, kind-hearted but ultimately traumatized boy who becomes a pivotal figure in the dark revenge tale of the 2007 musical horror film "Sweeney Todd: The Demon Barber of Fleet Street."
  • D. Toby
    Toby is one of the central sailor protagonists in Herman Melville’s semi-autobiographical novel "Typee," known for his role in the narrative of escape and survival among a Polynesian tribe.
  • E. Toby
    Toby is the young boy protagonist in the 2009 film adaptation of "The Velveteen Rabbit," whose imaginative bond with his toys drives the story’s emotional journey.
  • 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: Toby
Triple: [Waterless Flood, associatedWithCharacter, Toby]
Generated description
Toby is a central character in Margaret Atwood’s MaddAddam trilogy, a resilient survivor and former God’s Gardener who navigates the aftermath of the Waterless Flood pandemic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toby
Target entity description: Toby is a central character in Margaret Atwood’s MaddAddam trilogy, a resilient survivor and former God’s Gardener who navigates the aftermath of the Waterless Flood pandemic.
  • A. Toby chosen
    Toby is a central protagonist in Margaret Atwood’s dystopian MaddAddam trilogy, known for her resilience, survival skills, and complex moral perspective in a post-apocalyptic world.
  • B. Toby
    Toby is one of the central protagonists in Lauren Beukes’s dystopian novel *Moxyland*, a cynical, media-savvy blogger and podcaster navigating a corporate-controlled future Cape Town.
  • C. Toby
    Toby is one of the central sailor protagonists in Herman Melville’s semi-autobiographical novel "Typee," known for his role in the narrative of escape and survival among a Polynesian tribe.
  • D. Toby
    Toby is a minor character in the film "Girl, Interrupted," serving as Susanna Kaysen’s ex-boyfriend and a reminder of the outside world beyond the psychiatric hospital.
  • E. Toby
    Toby is a young, kind-hearted but ultimately traumatized boy who becomes a pivotal figure in the dark revenge tale of the 2007 musical horror film "Sweeney Todd: The Demon Barber of Fleet Street."
  • F. None of above.

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_69e0b4a1a09881908d97270d6971a25a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e677e94e2481908898e0a3513e1209 completed April 20, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087608cf4081908ae5c7b9a21e69af completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a0877441fc88190a6308238638eb6d3 completed May 16, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0877eba3f88190a8e3752a1299404e completed May 16, 2026, 1:58 p.m.
Created at: April 16, 2026, 11:22 a.m.