Triple

T16974231
Position Surface form Disambiguated ID Type / Status
Subject Victor Shoup E411765 entity
Predicate developed P73 FINISHED
Object NTL (Number Theory Library) E1242674 NE FINISHED

How this triple was built (2 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: NTL (Number Theory Library) | Statement: [Victor Shoup, developed, NTL (Number Theory Library)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NTL (Number Theory Library)
Context triple: [Victor Shoup, developed, NTL (Number Theory Library)]
  • A. NTL (Number Theory Library) chosen
    NTL (Number Theory Library) is a high-performance C++ library developed by Victor Shoup for computations in number theory, including arbitrary-precision integers, finite fields, and related algebraic structures.
  • B. NTL
    NTL was a major UK cable television and telecommunications company that became part of Virgin Media following a series of mergers and rebrandings.
  • C. NTIC
    NTIC is the commonly used abbreviation for the National Telecommunications and Information Council, a governmental body focused on telecommunications and information policy.
  • D. "A Computational Introduction to Number Theory and Algebra"
    "A Computational Introduction to Number Theory and Algebra" is a widely used textbook that presents fundamental concepts in number theory and abstract algebra with a strong emphasis on algorithms and computational applications.
  • E. Lenstra elliptic-curve factorization method
    The Lenstra elliptic-curve factorization method is an integer factorization algorithm that uses properties of elliptic curves over finite fields to efficiently find nontrivial factors of large numbers, especially those with relatively small prime divisors.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d0af06688190a77682aa297cd27e completed April 18, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b3f751c81908906ec969bef55c5 completed May 10, 2026, 11:56 p.m.
Created at: April 10, 2026, 5:31 a.m.