Triple

T14393847
Position Surface form Disambiguated ID Type / Status
Subject Jon Kleinberg E356907 entity
Predicate authorOf P4244 FINISHED
Object Algorithm Design
"Algorithm Design" is a widely used computer science textbook that presents fundamental techniques and strategies for designing efficient algorithms, co-authored by Jon Kleinberg and Éva Tardos.
E1096537 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: Algorithm Design | Statement: [Jon Kleinberg, authorOf, Algorithm Design]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Algorithm Design
Context triple: [Jon Kleinberg, authorOf, Algorithm Design]
  • A. Algorithm J
    Algorithm J is a type inference algorithm used to automatically determine types in the Hindley–Milner type system.
  • B. Data Structures and Algorithms
    Data Structures and Algorithms is a foundational computer science textbook that systematically introduces core data organization techniques and algorithmic strategies for efficient problem solving.
  • C. Software Design for Flexibility
    Software Design for Flexibility is a computer science book that explores techniques and principles for building adaptable, evolvable software systems.
  • D. The Algorithm
    "The Algorithm" is a track from Ludwig Göransson's score for the 2020 science-fiction thriller film *Tenet*, known for its complex, time-bending musical structure that mirrors the movie’s inversion themes.
  • E. The Design and Analysis of Computer Algorithms
    The Design and Analysis of Computer Algorithms is a classic computer science textbook that systematically presents fundamental techniques and theoretical foundations for designing and analyzing efficient algorithms.
  • 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: Algorithm Design
Triple: [Jon Kleinberg, authorOf, Algorithm Design]
Generated description
"Algorithm Design" is a widely used computer science textbook that presents fundamental techniques and strategies for designing efficient algorithms, co-authored by Jon Kleinberg and Éva Tardos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Algorithm Design
Target entity description: "Algorithm Design" is a widely used computer science textbook that presents fundamental techniques and strategies for designing efficient algorithms, co-authored by Jon Kleinberg and Éva Tardos.
  • A. Algorithm J
    Algorithm J is a type inference algorithm used to automatically determine types in the Hindley–Milner type system.
  • B. Data Structures and Algorithms
    Data Structures and Algorithms is a foundational computer science textbook that systematically introduces core data organization techniques and algorithmic strategies for efficient problem solving.
  • C. Software Design for Flexibility
    Software Design for Flexibility is a computer science book that explores techniques and principles for building adaptable, evolvable software systems.
  • D. The Algorithm
    "The Algorithm" is a track from Ludwig Göransson's score for the 2020 science-fiction thriller film *Tenet*, known for its complex, time-bending musical structure that mirrors the movie’s inversion themes.
  • E. The Design and Analysis of Computer Algorithms
    The Design and Analysis of Computer Algorithms is a classic computer science textbook that systematically presents fundamental techniques and theoretical foundations for designing and analyzing efficient algorithms.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de902d114881908a8f3c01b3c6d309 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd551b006c8190b84449f2e2b59b62 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd55d90ed08190b6a0184715f39ff4 completed May 8, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd565d32fc8190acc1e733537a23cb completed May 8, 2026, 3:19 a.m.
Created at: April 10, 2026, 1:16 a.m.