Triple

T14216589
Position Surface form Disambiguated ID Type / Status
Subject Fisayo Akinade E352367 entity
Predicate notableWork P4 FINISHED
Object Heartstopper
Heartstopper is a British coming-of-age romantic drama series based on Alice Oseman’s graphic novels, following the tender relationship between two schoolboys as they navigate love, friendship, and identity.
E1084853 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: Heartstopper | Statement: [Fisayo Akinade, notableWork, Heartstopper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heartstopper
Context triple: [Fisayo Akinade, notableWork, Heartstopper]
  • A. Heartstopper
    Heartstopper is a blues-rock track by Keith Richards from his 2015 solo album "Crosseyed Heart."
  • B. All the Bright Places
    All the Bright Places is a young adult novel by Jennifer Niven that explores themes of mental illness, grief, and first love through the story of two troubled teenagers who form a transformative bond.
  • C. Normal People
    Normal People is a critically acclaimed Irish romantic drama television series based on Sally Rooney’s novel, following the complex relationship between two young people from a small town as they navigate love, class, and adulthood.
  • D. The Fault in Our Stars
    The Fault in Our Stars is a bestselling young adult novel by John Green, later adapted into a popular romantic drama film about two teenagers with cancer who fall in love.
  • E. Thirteen Reasons Why
    Thirteen Reasons Why is a controversial teen drama television series, based on Jay Asher’s novel, that explores the events leading up to a high school student’s suicide through a series of recorded tapes.
  • 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: Heartstopper
Triple: [Fisayo Akinade, notableWork, Heartstopper]
Generated description
Heartstopper is a British coming-of-age romantic drama series based on Alice Oseman’s graphic novels, following the tender relationship between two schoolboys as they navigate love, friendship, and identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heartstopper
Target entity description: Heartstopper is a British coming-of-age romantic drama series based on Alice Oseman’s graphic novels, following the tender relationship between two schoolboys as they navigate love, friendship, and identity.
  • A. Heartstopper
    Heartstopper is a blues-rock track by Keith Richards from his 2015 solo album "Crosseyed Heart."
  • B. All the Bright Places
    All the Bright Places is a young adult novel by Jennifer Niven that explores themes of mental illness, grief, and first love through the story of two troubled teenagers who form a transformative bond.
  • C. Normal People
    Normal People is a critically acclaimed Irish romantic drama television series based on Sally Rooney’s novel, following the complex relationship between two young people from a small town as they navigate love, class, and adulthood.
  • D. The Fault in Our Stars
    The Fault in Our Stars is a bestselling young adult novel by John Green, later adapted into a popular romantic drama film about two teenagers with cancer who fall in love.
  • E. Thirteen Reasons Why
    Thirteen Reasons Why is a controversial teen drama television series, based on Jay Asher’s novel, that explores the events leading up to a high school student’s suicide through a series of recorded tapes.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6210213481908fac6893e8a9f143 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd195bcf4c8190b0b4b704b0b6fa45 completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1a4485e88190a835b9aadc304e3d completed May 7, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69fd1ab75e8c819091ebc3b4bc16f2cb completed May 7, 2026, 11:05 p.m.
Created at: April 10, 2026, 1:06 a.m.