Triple

T12574407
Position Surface form Disambiguated ID Type / Status
Subject IPC Magazines E300168 entity
Predicate notableWork P4 FINISHED
Object Look and Learn
Look and Learn was a British weekly educational magazine for children, renowned for its richly illustrated articles on history, science, and culture.
E990525 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: Look and Learn | Statement: [IPC Magazines, notableWork, Look and Learn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Look and Learn
Context triple: [IPC Magazines, notableWork, Look and Learn]
  • A. Tit-Bits
    Tit-Bits was a hugely popular late 19th- and early 20th-century British weekly magazine of short, entertaining snippets and miscellany, founded by publisher George Newnes.
  • B. Penguin Life
    Penguin Life is a non-fiction imprint of Penguin Books that focuses on publishing accessible, expert-led titles on health, wellbeing, psychology, and personal development.
  • C. Penguin Playhouse
    Penguin Playhouse is a popular interactive penguin exhibit at Ripley’s Aquarium of the Smokies, featuring underwater viewing tunnels and close-up encounters with the birds.
  • D. Classis Britannica
    Classis Britannica was the Roman imperial fleet responsible for naval operations and coastal defense around Roman Britain and the English Channel.
  • E. The Great Gazoo
    The Great Gazoo is a small, green, futuristic alien character from The Flintstones who often appears to Fred and Barney, causing comedic trouble with his advanced technology and magical-like powers.
  • 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: Look and Learn
Triple: [IPC Magazines, notableWork, Look and Learn]
Generated description
Look and Learn was a British weekly educational magazine for children, renowned for its richly illustrated articles on history, science, and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Look and Learn
Target entity description: Look and Learn was a British weekly educational magazine for children, renowned for its richly illustrated articles on history, science, and culture.
  • A. Tit-Bits
    Tit-Bits was a hugely popular late 19th- and early 20th-century British weekly magazine of short, entertaining snippets and miscellany, founded by publisher George Newnes.
  • B. Penguin Life
    Penguin Life is a non-fiction imprint of Penguin Books that focuses on publishing accessible, expert-led titles on health, wellbeing, psychology, and personal development.
  • C. Penguin Playhouse
    Penguin Playhouse is a popular interactive penguin exhibit at Ripley’s Aquarium of the Smokies, featuring underwater viewing tunnels and close-up encounters with the birds.
  • D. Classis Britannica
    Classis Britannica was the Roman imperial fleet responsible for naval operations and coastal defense around Roman Britain and the English Channel.
  • E. The Great Gazoo
    The Great Gazoo is a small, green, futuristic alien character from The Flintstones who often appears to Fred and Barney, causing comedic trouble with his advanced technology and magical-like powers.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954a629fc8190a1c3b6777aad4527 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65597dc70819089ddc1794e9bd1b7 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656f812bc8190a2a691285fc30e03 completed May 2, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69f657ea0c6c8190992a0101904e92f2 completed May 2, 2026, 8 p.m.
Created at: April 9, 2026, 4:44 p.m.