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.