Triple
T18791093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lomuto partition scheme |
E459514
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Nico Lomuto
Nico Lomuto was a computer scientist known for formulating the Lomuto partition scheme used in the Quicksort algorithm.
|
E1343311
|
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: Nico Lomuto | Statement: [Lomuto partition scheme, namedAfter, Nico Lomuto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nico Lomuto Context triple: [Lomuto partition scheme, namedAfter, Nico Lomuto]
-
A.
Jon Bentley
Jon Bentley is a computer scientist and author best known for his influential "Programming Pearls" columns and books on programming techniques and problem solving.
-
B.
David S. Johnson
David S. Johnson was a prominent American computer scientist known for his influential work in algorithms and computational complexity, particularly in the study of NP-completeness and approximation algorithms.
-
C.
Ned Rochlin
Ned Rochlin is the naive, well-meaning, and overly trusting protagonist of the comedy film "Our Idiot Brother," whose good intentions continually create chaos for his family.
-
D.
Bernard A. Galler
Bernard A. Galler was an American computer scientist known for his contributions to programming languages and software systems, as well as his leadership roles in professional computing organizations.
-
E.
Dexter Kozen
Dexter Kozen is an American theoretical computer scientist known for his influential work in logic in computer science, automata theory, and the semantics of programming languages.
- 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: Nico Lomuto Triple: [Lomuto partition scheme, namedAfter, Nico Lomuto]
Generated description
Nico Lomuto was a computer scientist known for formulating the Lomuto partition scheme used in the Quicksort algorithm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nico Lomuto Target entity description: Nico Lomuto was a computer scientist known for formulating the Lomuto partition scheme used in the Quicksort algorithm.
-
A.
Jon Bentley
Jon Bentley is a computer scientist and author best known for his influential "Programming Pearls" columns and books on programming techniques and problem solving.
-
B.
David S. Johnson
David S. Johnson was a prominent American computer scientist known for his influential work in algorithms and computational complexity, particularly in the study of NP-completeness and approximation algorithms.
-
C.
Ned Rochlin
Ned Rochlin is the naive, well-meaning, and overly trusting protagonist of the comedy film "Our Idiot Brother," whose good intentions continually create chaos for his family.
-
D.
Bernard A. Galler
Bernard A. Galler was an American computer scientist known for his contributions to programming languages and software systems, as well as his leadership roles in professional computing organizations.
-
E.
Dexter Kozen
Dexter Kozen is an American theoretical computer scientist known for his influential work in logic in computer science, automata theory, and the semantics of programming languages.
- 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_69d8d396f54c8190ba49db31e8743842 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5978665388190aaefed0ec30a1ff3 |
completed | April 20, 2026, 3:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05471e942c81908de4ec52f4c0bb6f |
completed | May 14, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a0548414b188190bf64dc5a0673b9cd |
completed | May 14, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0548d472bc81909d874e0b27ca3736 |
completed | May 14, 2026, 4 a.m. |
Created at: April 10, 2026, 11:53 a.m.