Triple

T14341967
Position Surface form Disambiguated ID Type / Status
Subject Ben Shneiderman E355625 entity
Predicate notableWork P4 FINISHED
Object Leonardo’s Laptop
Leonardo’s Laptop is a book by computer scientist Ben Shneiderman that explores how human-centered design and creativity, inspired by Leonardo da Vinci, can shape the future of technology and computing.
E1093149 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: Leonardo’s Laptop | Statement: [Ben Shneiderman, notableWork, Leonardo’s Laptop]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leonardo’s Laptop
Context triple: [Ben Shneiderman, notableWork, Leonardo’s Laptop]
  • A. The Dell
    The Dell was a historic football stadium in Southampton, England, best known as the long-time home ground of Southampton F.C. until its closure and demolition in the early 2000s.
  • B. Leonardo DRS
    Leonardo DRS is a U.S.-based defense and technology company that provides advanced military electronics, integrated systems, and support services to armed forces and government customers.
  • C. IBM Gekko
    IBM Gekko is a custom PowerPC-based microprocessor developed by IBM for use as the main CPU in Nintendo’s GameCube console.
  • D. IBM Pavilion
    The IBM Pavilion was a futuristic exhibition space at the 1964–1965 New York World's Fair that showcased IBM’s vision of computing and information technology to the public.
  • E. IBM Pavilion
    The IBM Pavilion was a major corporate exhibition space at Expo '85 in Tsukuba, Japan, showcasing IBM's cutting-edge computer and information technologies to the public.
  • 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: Leonardo’s Laptop
Triple: [Ben Shneiderman, notableWork, Leonardo’s Laptop]
Generated description
Leonardo’s Laptop is a book by computer scientist Ben Shneiderman that explores how human-centered design and creativity, inspired by Leonardo da Vinci, can shape the future of technology and computing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leonardo’s Laptop
Target entity description: Leonardo’s Laptop is a book by computer scientist Ben Shneiderman that explores how human-centered design and creativity, inspired by Leonardo da Vinci, can shape the future of technology and computing.
  • A. The Dell
    The Dell was a historic football stadium in Southampton, England, best known as the long-time home ground of Southampton F.C. until its closure and demolition in the early 2000s.
  • B. Leonardo DRS
    Leonardo DRS is a U.S.-based defense and technology company that provides advanced military electronics, integrated systems, and support services to armed forces and government customers.
  • C. IBM Gekko
    IBM Gekko is a custom PowerPC-based microprocessor developed by IBM for use as the main CPU in Nintendo’s GameCube console.
  • D. IBM Pavilion
    The IBM Pavilion was a futuristic exhibition space at the 1964–1965 New York World's Fair that showcased IBM’s vision of computing and information technology to the public.
  • E. IBM Pavilion
    The IBM Pavilion was a major corporate exhibition space at Expo '85 in Tsukuba, Japan, showcasing IBM's cutting-edge computer and information technologies to the public.
  • 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_69d8278fa2108190bc0d0e7939c1eb03 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e87febc8190a63c668cbd0fd713 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd469bc538819099ed5b7061cf140d completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd477d0dd4819084116b385077324c completed May 8, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69fd4828f44c81908903d1391c83cc60 completed May 8, 2026, 2:19 a.m.
Created at: April 10, 2026, 1:14 a.m.