Triple

T4596114
Position Surface form Disambiguated ID Type / Status
Subject Quicksort E100207 entity
Predicate partitionScheme P58206 FINISHED
Object Lomuto partition scheme
The Lomuto partition scheme is a simple, commonly taught method for partitioning arrays in the Quicksort algorithm by using a single index to separate elements less than a chosen pivot from those greater or equal.
E459514 NE FINISHED

How this triple was built (5 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: Lomuto partition scheme | Statement: [Quicksort, partitionScheme, Lomuto partition scheme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lomuto partition scheme
Context triple: [Quicksort, partitionScheme, Lomuto partition scheme]
  • A. Quicksort
    Quicksort is a highly efficient, comparison-based sorting algorithm that uses a divide-and-conquer strategy and is widely employed in computer science and software systems.
  • B. Marzullo's algorithm
    Marzullo's algorithm is a method for selecting the most likely correct time interval from multiple, possibly conflicting time sources, commonly used in clock synchronization systems.
  • C. Partition
    "Partition" is a 2013 Beyoncé song from her self-titled visual album, known for its sensual lyrics, bass-heavy production, and provocative music video.
  • D. Thompson's algorithm
    Thompson's algorithm is a classic computer science method for converting regular expressions into nondeterministic finite automata (NFAs), widely used in pattern matching and lexical analysis.
  • E. Fibonacci heap
    A Fibonacci heap is an advanced data structure for implementing priority queues that supports very fast amortized running times for operations like insert and decrease-key, making it useful in algorithms such as Dijkstra’s shortest path.
  • 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: Lomuto partition scheme
Triple: [Quicksort, partitionScheme, Lomuto partition scheme]
Generated description
The Lomuto partition scheme is a simple, commonly taught method for partitioning arrays in the Quicksort algorithm by using a single index to separate elements less than a chosen pivot from those greater or equal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lomuto partition scheme
Target entity description: The Lomuto partition scheme is a simple, commonly taught method for partitioning arrays in the Quicksort algorithm by using a single index to separate elements less than a chosen pivot from those greater or equal.
  • A. Quicksort
    Quicksort is a highly efficient, comparison-based sorting algorithm that uses a divide-and-conquer strategy and is widely employed in computer science and software systems.
  • B. Marzullo's algorithm
    Marzullo's algorithm is a method for selecting the most likely correct time interval from multiple, possibly conflicting time sources, commonly used in clock synchronization systems.
  • C. Partition
    "Partition" is a 2013 Beyoncé song from her self-titled visual album, known for its sensual lyrics, bass-heavy production, and provocative music video.
  • D. Thompson's algorithm
    Thompson's algorithm is a classic computer science method for converting regular expressions into nondeterministic finite automata (NFAs), widely used in pattern matching and lexical analysis.
  • E. Fibonacci heap
    A Fibonacci heap is an advanced data structure for implementing priority queues that supports very fast amortized running times for operations like insert and decrease-key, making it useful in algorithms such as Dijkstra’s shortest path.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: partitionScheme
Context triple: [Quicksort, partitionScheme, Lomuto partition scheme]
  • A. parallelDivision
    Indicates that one entity is divided or partitioned in a way that runs parallel to the division or partitioning of another entity.
  • B. standardNumberingScheme
    Indicates that there is a specific, commonly accepted numbering system or convention being applied to identify or order the related entities.
  • C. panelDivision
    Indicates a relationship where a larger panel or board is divided into smaller sections or segments.
  • D. divisionPlacement
    Indicates that one entity is assigned or positioned within a particular division or subgroup of another entity.
  • E. distributionPattern
    Indicates the characteristic way in which something is spread, arranged, or allocated across a space, group, or set.
  • F. None of above. chosen

Provenance (7 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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd594055dc8190a50f1b4be2be1ba0 completed March 20, 2026, 2:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa4552148190be200be028ef3fdd completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfb37b1448190a4001b9ed2b79012 completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc0e456c81908efa3858d981ccc0 completed March 21, 2026, 2:01 a.m.
PD Predicate disambiguation batch_69bd522c811c81909aae4feadae33174 completed March 20, 2026, 1:57 p.m.
PDg Predicate description generation batch_69bd56b4a9508190acdb888eef18f1ee completed March 20, 2026, 2:16 p.m.
Created at: March 20, 2026, 1:11 p.m.