Triple

T20210504
Position Surface form Disambiguated ID Type / Status
Subject Cressida Cowell E493474 entity
Predicate hasPart P35 FINISHED
Object How to Train Your Dragon: How to Break a Dragon's Heart
"How to Train Your Dragon: How to Break a Dragon's Heart" is a children's fantasy novel in Cressida Cowell's popular How to Train Your Dragon series, following young Viking Hiccup Horrendous Haddock III on another perilous, dragon-filled adventure.
E1426981 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: How to Train Your Dragon: How to Break a Dragon's Heart | Statement: [Cressida Cowell, hasPart, How to Train Your Dragon: How to Break a Dragon's Heart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Train Your Dragon: How to Break a Dragon's Heart
Context triple: [Cressida Cowell, hasPart, How to Train Your Dragon: How to Break a Dragon's Heart]
  • A. How to Train Your Dragon: How to Ride a Dragon's Storm
    "How to Train Your Dragon: How to Ride a Dragon's Storm" is a children's fantasy novel in Cressida Cowell's popular How to Train Your Dragon series, following young Viking Hiccup Horrendous Haddock III on another perilous, dragon-filled adventure.
  • B. How to Train Your Dragon: How to Twist a Dragon's Tale
    "How to Train Your Dragon: How to Twist a Dragon's Tale" is a children's fantasy novel in Cressida Cowell's popular How to Train Your Dragon series, following young Viking Hiccup Horrendous Haddock III on another perilous, dragon-filled adventure.
  • C. How to Train Your Dragon: How to Cheat a Dragon's Curse
    How to Train Your Dragon: How to Cheat a Dragon's Curse is a children's fantasy novel in the How to Train Your Dragon series, following young Viking Hiccup Horrendous Haddock III on another dragon-filled adventure.
  • D. How to Train Your Dragon: How to Speak Dragonese
    How to Train Your Dragon: How to Speak Dragonese is a children's fantasy novel in Cressida Cowell's popular How to Train Your Dragon series, following young Viking Hiccup and his dragon Toothless on another humorous adventure.
  • E. How to Train Your Dragon: How to Be a Pirate
    "How to Train Your Dragon: How to Be a Pirate" is the second book in Cressida Cowell’s popular children’s fantasy series following the adventures of young Viking Hiccup Horrendous Haddock III.
  • 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: How to Train Your Dragon: How to Break a Dragon's Heart
Triple: [Cressida Cowell, hasPart, How to Train Your Dragon: How to Break a Dragon's Heart]
Generated description
"How to Train Your Dragon: How to Break a Dragon's Heart" is a children's fantasy novel in Cressida Cowell's popular How to Train Your Dragon series, following young Viking Hiccup Horrendous Haddock III on another perilous, dragon-filled adventure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Train Your Dragon: How to Break a Dragon's Heart
Target entity description: "How to Train Your Dragon: How to Break a Dragon's Heart" is a children's fantasy novel in Cressida Cowell's popular How to Train Your Dragon series, following young Viking Hiccup Horrendous Haddock III on another perilous, dragon-filled adventure.
  • A. How to Train Your Dragon: How to Ride a Dragon's Storm
    "How to Train Your Dragon: How to Ride a Dragon's Storm" is a children's fantasy novel in Cressida Cowell's popular How to Train Your Dragon series, following young Viking Hiccup Horrendous Haddock III on another perilous, dragon-filled adventure.
  • B. How to Train Your Dragon: How to Twist a Dragon's Tale
    "How to Train Your Dragon: How to Twist a Dragon's Tale" is a children's fantasy novel in Cressida Cowell's popular How to Train Your Dragon series, following young Viking Hiccup Horrendous Haddock III on another perilous, dragon-filled adventure.
  • C. How to Train Your Dragon: How to Cheat a Dragon's Curse
    How to Train Your Dragon: How to Cheat a Dragon's Curse is a children's fantasy novel in the How to Train Your Dragon series, following young Viking Hiccup Horrendous Haddock III on another dragon-filled adventure.
  • D. How to Train Your Dragon: How to Speak Dragonese
    How to Train Your Dragon: How to Speak Dragonese is a children's fantasy novel in Cressida Cowell's popular How to Train Your Dragon series, following young Viking Hiccup and his dragon Toothless on another humorous adventure.
  • E. How to Train Your Dragon: How to Be a Pirate
    "How to Train Your Dragon: How to Be a Pirate" is the second book in Cressida Cowell’s popular children’s fantasy series following the adventures of young Viking Hiccup Horrendous Haddock III.
  • 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_69da6269614c8190bb40475d9d477358 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66ed5691c8190bf253b1d4ee6e88f completed April 20, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08706f3f648190831c3b5c522eb7da completed May 16, 2026, 1:26 p.m.
NEDg Description generation batch_6a0871146b248190ac91cf010a984e1f completed May 16, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0871a818688190ad69bcf84e33d014 completed May 16, 2026, 1:31 p.m.
Created at: April 11, 2026, 11:38 p.m.