Triple

T19050556
Position Surface form Disambiguated ID Type / Status
Subject Dirichlet's theorem on arithmetic progressions E466245 entity
Predicate usesConcept P531 FINISHED
Object L-series
L-series are complex analytic functions, often built from Dirichlet characters or other arithmetic data, that encode deep information about prime distributions and number-theoretic structures.
E1356358 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: L-series | Statement: [Dirichlet's theorem on arithmetic progressions, usesConcept, L-series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: L-series
Context triple: [Dirichlet's theorem on arithmetic progressions, usesConcept, L-series]
  • A. LC series
    The LC series is a line of low-cost, education-focused Macintosh desktop computers produced by Apple in the early 1990s.
  • B. L series
    The L series is the section of the Official Journal of the European Union that publishes binding EU legislation, such as regulations, directives, and decisions.
  • C. Series L
    Series L is a set of ITU-T telecommunications standards focused on outside plant and related infrastructure for telecommunication networks.
  • D. S series
    The S series is the section of the Official Journal of the European Union dedicated primarily to publishing public procurement notices and related tender information.
  • E. SERI
    SERI is Switzerland’s federal authority responsible for national policies and coordination in education, research, and innovation.
  • 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: L-series
Triple: [Dirichlet's theorem on arithmetic progressions, usesConcept, L-series]
Generated description
L-series are complex analytic functions, often built from Dirichlet characters or other arithmetic data, that encode deep information about prime distributions and number-theoretic structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: L-series
Target entity description: L-series are complex analytic functions, often built from Dirichlet characters or other arithmetic data, that encode deep information about prime distributions and number-theoretic structures.
  • A. LC series
    The LC series is a line of low-cost, education-focused Macintosh desktop computers produced by Apple in the early 1990s.
  • B. L series
    The L series is the section of the Official Journal of the European Union that publishes binding EU legislation, such as regulations, directives, and decisions.
  • C. Series L
    Series L is a set of ITU-T telecommunications standards focused on outside plant and related infrastructure for telecommunication networks.
  • D. S series
    The S series is the section of the Official Journal of the European Union dedicated primarily to publishing public procurement notices and related tender information.
  • E. SERI
    SERI is Switzerland’s federal authority responsible for national policies and coordination in education, research, and innovation.
  • 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_69d8dd040fb881909af2a964f65ad208 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5dc02597c8190b39fd2c7b7e42258 completed April 20, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05c553eaf481909a8e07efec1f58c5 completed May 14, 2026, 12:51 p.m.
NEDg Description generation batch_6a05c8e3015c819081b70695b9571e1c completed May 14, 2026, 1:06 p.m.
NED2 Entity disambiguation (via description) batch_6a05c95848b88190bf2a9a37b3d51b55 completed May 14, 2026, 1:08 p.m.
Created at: April 10, 2026, 12:03 p.m.