Triple

T14343731
Position Surface form Disambiguated ID Type / Status
Subject java.text E355661 entity
Predicate relatedTo P37 FINISHED
Object java.math.BigInteger
java.math.BigInteger is a Java class that provides arbitrary-precision integer arithmetic, supporting operations on integers larger than those handled by primitive numeric types.
E1094417 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.math.BigInteger | Statement: [java.text, relatedTo, java.math.BigInteger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: java.math.BigInteger
Context triple: [java.text, relatedTo, java.math.BigInteger]
  • A. Integer Set Library
    Integer Set Library is a software library for representing and manipulating sets of integer points and relations, commonly used in polyhedral compilation and program optimization frameworks.
  • B. MersenneTwister
    MersenneTwister is a widely used pseudorandom number generator algorithm known for its long period and high-quality statistical properties.
  • C. Miller algorithm
    The Miller algorithm is an efficient computational method used in elliptic curve cryptography to evaluate pairings such as the Weil and Tate pairings.
  • D. javax.crypto
    javax.crypto is a Java package that provides the framework and implementations for cryptographic operations such as encryption, decryption, key generation, and secure random number generation.
  • E. Zbr (bit matrix operations)
    Zbr (bit matrix operations) is a RISC-V bit-manipulation subextension that provides instructions for efficiently performing operations on bit matrices, such as transformations and permutations.
  • 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.math.BigInteger
Triple: [java.text, relatedTo, java.math.BigInteger]
Generated description
java.math.BigInteger is a Java class that provides arbitrary-precision integer arithmetic, supporting operations on integers larger than those handled by primitive numeric types.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: java.math.BigInteger
Target entity description: java.math.BigInteger is a Java class that provides arbitrary-precision integer arithmetic, supporting operations on integers larger than those handled by primitive numeric types.
  • A. Integer Set Library
    Integer Set Library is a software library for representing and manipulating sets of integer points and relations, commonly used in polyhedral compilation and program optimization frameworks.
  • B. MersenneTwister
    MersenneTwister is a widely used pseudorandom number generator algorithm known for its long period and high-quality statistical properties.
  • C. Miller algorithm
    The Miller algorithm is an efficient computational method used in elliptic curve cryptography to evaluate pairings such as the Weil and Tate pairings.
  • D. javax.crypto
    javax.crypto is a Java package that provides the framework and implementations for cryptographic operations such as encryption, decryption, key generation, and secure random number generation.
  • E. Zbr (bit matrix operations)
    Zbr (bit matrix operations) is a RISC-V bit-manipulation subextension that provides instructions for efficiently performing operations on bit matrices, such as transformations and permutations.
  • 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_69d82790a7e08190877e2d349b2e8d8e 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.