Triple

T1855388
Position Surface form Disambiguated ID Type / Status
Subject Lucy Hawking E41689 entity
Predicate notableWork P4 FINISHED
Object George and the Unbreakable Code
George and the Unbreakable Code is a children's science-adventure novel co-authored by Lucy Hawking (with Stephen Hawking) that blends a fast-paced story with explanations of real-world physics and computer science concepts.
E207539 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: George and the Unbreakable Code | Statement: [Lucy Hawking, notableWork, George and the Unbreakable Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George and the Unbreakable Code
Context triple: [Lucy Hawking, notableWork, George and the Unbreakable Code]
  • A. George's Secret Key to the Universe
    "George's Secret Key to the Universe" is a children's science adventure novel that uses an engaging story to introduce young readers to astronomy, physics, and the wonders of the cosmos.
  • B. George and the Big Bang
    "George and the Big Bang" is a children's science adventure novel co-authored by Lucy Hawking and Stephen Hawking that introduces young readers to cosmology and physics through an engaging story.
  • C. The Truth About George
    "The Truth About George" is a humorous short story by P. G. Wodehouse featuring Mr Mulliner, centered on a timid man’s misadventures as he tries to overcome his stutter.
  • D. The Secret Code
    "The Secret Code" is a 1942 American World War II-era spy film featuring Lotus Long in a prominent role, centered on espionage and sabotage themes.
  • E. Curious George
    Curious George is a classic children's book and animated television character, a mischievous little monkey whose curious adventures teach gentle lessons to young audiences.
  • 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: George and the Unbreakable Code
Triple: [Lucy Hawking, notableWork, George and the Unbreakable Code]
Generated description
George and the Unbreakable Code is a children's science-adventure novel co-authored by Lucy Hawking (with Stephen Hawking) that blends a fast-paced story with explanations of real-world physics and computer science concepts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George and the Unbreakable Code
Target entity description: George and the Unbreakable Code is a children's science-adventure novel co-authored by Lucy Hawking (with Stephen Hawking) that blends a fast-paced story with explanations of real-world physics and computer science concepts.
  • A. George's Secret Key to the Universe
    "George's Secret Key to the Universe" is a children's science adventure novel that uses an engaging story to introduce young readers to astronomy, physics, and the wonders of the cosmos.
  • B. George and the Big Bang chosen
    "George and the Big Bang" is a children's science adventure novel co-authored by Lucy Hawking and Stephen Hawking that introduces young readers to cosmology and physics through an engaging story.
  • C. The Truth About George
    "The Truth About George" is a humorous short story by P. G. Wodehouse featuring Mr Mulliner, centered on a timid man’s misadventures as he tries to overcome his stutter.
  • D. The Secret Code
    "The Secret Code" is a 1942 American World War II-era spy film featuring Lotus Long in a prominent role, centered on espionage and sabotage themes.
  • E. Curious George
    Curious George is a classic children's book and animated television character, a mischievous little monkey whose curious adventures teach gentle lessons to young audiences.
  • 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_69a8864a83848190a4ec02721306c511 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb07d48c48190bcd34d6093ff5e78 completed March 7, 2026, 4:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf4bda58819088adab01ca10254f completed March 8, 2026, 8:42 p.m.
NEDg Description generation batch_69addff3e9a081908cba77103cd60171 completed March 8, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69ade07143808190b5dfe380428eb496 completed March 8, 2026, 8:47 p.m.
Created at: March 4, 2026, 7:33 p.m.