Triple

T16246617
Position Surface form Disambiguated ID Type / Status
Subject Jeannette M. Wing E394385 entity
Predicate notableWork P4 FINISHED
Object Computational Thinking (2006 essay)
"Computational Thinking" is a 2006 essay by computer scientist Jeannette M. Wing that popularized the idea of applying core concepts from computer science as a fundamental problem-solving skill for everyone, not just programmers.
E1203144 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: Computational Thinking (2006 essay) | Statement: [Jeannette M. Wing, notableWork, Computational Thinking (2006 essay)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Computational Thinking (2006 essay)
Context triple: [Jeannette M. Wing, notableWork, Computational Thinking (2006 essay)]
  • A. “Computing: A Human Activity”
    “Computing: A Human Activity” is a collection of essays by computer scientist Peter Naur that explores computing as a human-centered, theory-building activity rather than a purely formal or mathematical discipline.
  • B. "Computer Science as Empirical Inquiry: Symbols and Search"
    "Computer Science as Empirical Inquiry: Symbols and Search" is a seminal 1976 paper by Allen Newell and Herbert A. Simon that articulates a foundational view of artificial intelligence and cognitive science by analyzing computation in terms of symbol manipulation and heuristic search.
  • C. Beyond Calculation: The Next Fifty Years of Computing
    "Beyond Calculation: The Next Fifty Years of Computing" is a forward-looking book, co-edited by computer pioneer Gordon Bell, that explores potential technological and societal impacts of computing over the coming decades.
  • D. The Science of Computing
    "The Science of Computing" is a foundational work by Peter J. Denning that explores the principles, theory, and practice underlying computer science as a scientific discipline.
  • E. The Universal Computer
    The Universal Computer is a book by mathematician and logician Martin Davis that traces the history and development of the concept of computation and the universal Turing machine.
  • 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: Computational Thinking (2006 essay)
Triple: [Jeannette M. Wing, notableWork, Computational Thinking (2006 essay)]
Generated description
"Computational Thinking" is a 2006 essay by computer scientist Jeannette M. Wing that popularized the idea of applying core concepts from computer science as a fundamental problem-solving skill for everyone, not just programmers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Computational Thinking (2006 essay)
Target entity description: "Computational Thinking" is a 2006 essay by computer scientist Jeannette M. Wing that popularized the idea of applying core concepts from computer science as a fundamental problem-solving skill for everyone, not just programmers.
  • A. “Computing: A Human Activity”
    “Computing: A Human Activity” is a collection of essays by computer scientist Peter Naur that explores computing as a human-centered, theory-building activity rather than a purely formal or mathematical discipline.
  • B. "Computer Science as Empirical Inquiry: Symbols and Search"
    "Computer Science as Empirical Inquiry: Symbols and Search" is a seminal 1976 paper by Allen Newell and Herbert A. Simon that articulates a foundational view of artificial intelligence and cognitive science by analyzing computation in terms of symbol manipulation and heuristic search.
  • C. Beyond Calculation: The Next Fifty Years of Computing
    "Beyond Calculation: The Next Fifty Years of Computing" is a forward-looking book, co-edited by computer pioneer Gordon Bell, that explores potential technological and societal impacts of computing over the coming decades.
  • D. The Science of Computing
    "The Science of Computing" is a foundational work by Peter J. Denning that explores the principles, theory, and practice underlying computer science as a scientific discipline.
  • E. The Universal Computer
    The Universal Computer is a book by mathematician and logician Martin Davis that traces the history and development of the concept of computation and the universal Turing machine.
  • 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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245931074819096f38003da70f271 completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000ee135b881909cc1b6919bc7af29 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a00132b0ca4819080f45f929ac39eca completed May 10, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_6a00138ca1b48190bd7d79699b9e2114 completed May 10, 2026, 5:11 a.m.
Created at: April 10, 2026, 5:04 a.m.