Triple

T14343042
Position Surface form Disambiguated ID Type / Status
Subject java.util.concurrent E355647 entity
Predicate contains P35 FINISHED
Object java.util.concurrent.ThreadLocalRandom
java.util.concurrent.ThreadLocalRandom is a Java utility class that provides efficient, thread-local pseudorandom number generation for use in concurrent applications.
E1094352 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: java.util.concurrent.ThreadLocalRandom | Statement: [java.util.concurrent, contains, java.util.concurrent.ThreadLocalRandom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: java.util.concurrent.ThreadLocalRandom
Context triple: [java.util.concurrent, contains, java.util.concurrent.ThreadLocalRandom]
  • A. MersenneTwister
    MersenneTwister is a widely used pseudorandom number generator algorithm known for its long period and high-quality statistical properties.
  • B. System.Random
    System.Random is a .NET class that provides methods for generating pseudo-random numbers for use in applications.
  • C. ThreadLocal<T>
    ThreadLocal<T> is a .NET generic class that provides thread-local storage, allowing each thread to have its own independently initialized value of a given type.
  • D. cuRAND
    cuRAND is NVIDIA's GPU-accelerated random number generation library designed to efficiently produce high-quality random numbers for parallel applications using CUDA.
  • E. MRG32k3a generator
    The MRG32k3a generator is a high-quality combined multiple recursive pseudorandom number generator widely used in scientific computing and simulations for its long period and good statistical properties.
  • 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: java.util.concurrent.ThreadLocalRandom
Triple: [java.util.concurrent, contains, java.util.concurrent.ThreadLocalRandom]
Generated description
java.util.concurrent.ThreadLocalRandom is a Java utility class that provides efficient, thread-local pseudorandom number generation for use in concurrent applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: java.util.concurrent.ThreadLocalRandom
Target entity description: java.util.concurrent.ThreadLocalRandom is a Java utility class that provides efficient, thread-local pseudorandom number generation for use in concurrent applications.
  • A. MersenneTwister
    MersenneTwister is a widely used pseudorandom number generator algorithm known for its long period and high-quality statistical properties.
  • B. System.Random
    System.Random is a .NET class that provides methods for generating pseudo-random numbers for use in applications.
  • C. ThreadLocal<T>
    ThreadLocal<T> is a .NET generic class that provides thread-local storage, allowing each thread to have its own independently initialized value of a given type.
  • D. cuRAND
    cuRAND is NVIDIA's GPU-accelerated random number generation library designed to efficiently produce high-quality random numbers for parallel applications using CUDA.
  • E. MRG32k3a generator
    The MRG32k3a generator is a high-quality combined multiple recursive pseudorandom number generator widely used in scientific computing and simulations for its long period and good statistical properties.
  • 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_69d8278fa2108190bc0d0e7939c1eb03 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e89ed9c8190acdb647ee618e919 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd469d899081909103563f209dd944 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47fa764c8190b1d691f5847b7a05 completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd492226888190a014b23e506ab19c completed May 8, 2026, 2:23 a.m.
Created at: April 10, 2026, 1:14 a.m.