Triple

T6555519
Position Surface form Disambiguated ID Type / Status
Subject Leslie Stevens E152436 entity
Predicate wrote P2831 FINISHED
Object Special Effects: An Introduction to Movie Magic
Special Effects: An Introduction to Movie Magic is a non-fiction book that explains the techniques and history behind cinematic special effects for a general audience.
 E604744 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: Special Effects: An Introduction to Movie Magic | Statement: [Leslie Stevens, wrote, Special Effects: An Introduction to Movie Magic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Special Effects: An Introduction to Movie Magic
Context triple: [Leslie Stevens, wrote, Special Effects: An Introduction to Movie Magic]
  • A. Special Effects Show
    Special Effects Show is a live attraction at Universal Studios Hollywood that demonstrates how movies create visual and practical effects behind the scenes.
  • B. Industrial Light & Magic
    Industrial Light & Magic is a pioneering visual effects company renowned for revolutionizing special effects in blockbuster films and advancing cutting-edge digital filmmaking technologies.
  • C. The World of CineMagic
    The World of CineMagic was a former themed area at Universal Studios Hollywood that celebrated the magic of filmmaking and cinematic special effects.
  • D. The Conversations: Walter Murch and the Art of Editing Film
    *The Conversations: Walter Murch and the Art of Editing Film* is a book-length dialogue that explores acclaimed editor and sound designer Walter Murch’s philosophies, techniques, and creative process in film editing and sound.
  • E. Outstanding Compositing in a Photoreal Episode
    Outstanding Compositing in a Photoreal Episode is a Visual Effects Society Awards category that honors exceptional work in seamlessly integrating visual effects elements into realistic, live-action television or streaming episodes.
  • 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: Special Effects: An Introduction to Movie Magic
Triple: [Leslie Stevens, wrote, Special Effects: An Introduction to Movie Magic]
Generated description
Special Effects: An Introduction to Movie Magic is a non-fiction book that explains the techniques and history behind cinematic special effects for a general audience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Special Effects: An Introduction to Movie Magic
Target entity description: Special Effects: An Introduction to Movie Magic is a non-fiction book that explains the techniques and history behind cinematic special effects for a general audience.
  • A. Special Effects Show
    Special Effects Show is a live attraction at Universal Studios Hollywood that demonstrates how movies create visual and practical effects behind the scenes.
  • B. Industrial Light & Magic
    Industrial Light & Magic is a pioneering visual effects company renowned for revolutionizing special effects in blockbuster films and advancing cutting-edge digital filmmaking technologies.
  • C. The World of CineMagic
    The World of CineMagic was a former themed area at Universal Studios Hollywood that celebrated the magic of filmmaking and cinematic special effects.
  • D. The Conversations: Walter Murch and the Art of Editing Film
    *The Conversations: Walter Murch and the Art of Editing Film* is a book-length dialogue that explores acclaimed editor and sound designer Walter Murch’s philosophies, techniques, and creative process in film editing and sound.
  • E. Outstanding Compositing in a Photoreal Episode
    Outstanding Compositing in a Photoreal Episode is a Visual Effects Society Awards category that honors exceptional work in seamlessly integrating visual effects elements into realistic, live-action television or streaming episodes.
  • 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_69c688058d6881908c19b309cc55dbfa completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae1c07cc819089c297edad943a57 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55707d081908104f08e1d59d603 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d67574cc8190acf20c1a598c32ee completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d84076d48190ada0903af49613de completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:51 p.m.