Triple

T4325173
Position Surface form Disambiguated ID Type / Status
Subject Python standard library E96619 entity
Predicate includesModule P49317 FINISHED
Object math
The math module in Python’s standard library provides access to mathematical functions and constants for performing floating-point and other numeric computations.
 E431916 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: math | Statement: [Python standard library, includesModule, math]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: math
Context triple: [Python standard library, includesModule, math]
  • A. Mathematics
    "Mathematics" is a politically charged hip-hop track by Mos Def that critiques social injustice, systemic inequality, and the statistical realities of urban life.
  • B. Mathematics Subject Classification
    The Mathematics Subject Classification is a standardized alphanumeric taxonomy used to categorize research papers and publications across all areas of mathematics.
  • C. Graduate School of Mathematics
    The Graduate School of Mathematics at Kyushu University is an advanced academic and research institution dedicated to higher education and scholarly work in mathematical sciences.
  • D. Graduate School of Mathematics
    The Graduate School of Mathematics at Nagoya University is an advanced academic and research institution dedicated to graduate-level education and cutting-edge research in mathematical sciences.
  • E. School of Mathematics
    The School of Mathematics at Sun Yat-sen University is an academic unit dedicated to education and research in pure and applied mathematics within one of China’s leading comprehensive universities.
  • 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: math
Triple: [Python standard library, includesModule, math]
Generated description
The math module in Python’s standard library provides access to mathematical functions and constants for performing floating-point and other numeric computations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: math
Target entity description: The math module in Python’s standard library provides access to mathematical functions and constants for performing floating-point and other numeric computations.
  • A. Mathematics
    "Mathematics" is a politically charged hip-hop track by Mos Def that critiques social injustice, systemic inequality, and the statistical realities of urban life.
  • B. Mathematics Subject Classification
    The Mathematics Subject Classification is a standardized alphanumeric taxonomy used to categorize research papers and publications across all areas of mathematics.
  • C. Graduate School of Mathematics
    The Graduate School of Mathematics at Kyushu University is an advanced academic and research institution dedicated to higher education and scholarly work in mathematical sciences.
  • D. Graduate School of Mathematics
    The Graduate School of Mathematics at Nagoya University is an advanced academic and research institution dedicated to graduate-level education and cutting-edge research in mathematical sciences.
  • E. School of Mathematics
    The School of Mathematics at Sun Yat-sen University is an academic unit dedicated to education and research in pure and applied mathematics within one of China’s leading comprehensive universities.
  • 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3563eab24819088add9180af2ce3c completed March 13, 2026, 12:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5d094f5fc819083eddc234f46f6a1 completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d10a20248190b3214509cb637ff4 completed March 14, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69b5d4f08ac4819097e71276be11403d completed March 14, 2026, 9:36 p.m.
Created at: March 12, 2026, 11:13 p.m.