Triple

T1633769
Position Surface form Disambiguated ID Type / Status
Subject ACM Guide to Computing Literature E35317 entity
Predicate usesClassificationScheme P25488 FINISHED
Object ACM Computing Classification System
The ACM Computing Classification System is a hierarchical taxonomy developed by the Association for Computing Machinery to categorize and index the field of computing research and literature.
E184179 NE FINISHED

How this triple was built (5 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: ACM Computing Classification System | Statement: [ACM Guide to Computing Literature, usesClassificationScheme, ACM Computing Classification System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ACM Computing Classification System
Context triple: [ACM Guide to Computing Literature, usesClassificationScheme, ACM Computing Classification System]
  • A. ACM Computing Surveys
    ACM Computing Surveys is a leading peer-reviewed journal that publishes comprehensive, in-depth survey articles covering major areas of computer science and computing research.
  • B. ACM Guide to Computing Literature
    The ACM Guide to Computing Literature is a comprehensive bibliographic database that indexes and abstracts worldwide research publications in computer science and related fields.
  • C. ACM Digital Library
    The ACM Digital Library is a comprehensive online research repository providing access to the Association for Computing Machinery’s journals, conference proceedings, technical magazines, and other computing-related publications.
  • D. ACM Transactions series
    The ACM Transactions series is a collection of peer-reviewed scholarly journals published by the Association for Computing Machinery, each focusing on a specific area of computer science and information technology research.
  • E. ACM Transactions on Software Engineering and Methodology
    ACM Transactions on Software Engineering and Methodology is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in software engineering principles, practices, and methodologies.
  • 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: ACM Computing Classification System
Triple: [ACM Guide to Computing Literature, usesClassificationScheme, ACM Computing Classification System]
Generated description
The ACM Computing Classification System is a hierarchical taxonomy developed by the Association for Computing Machinery to categorize and index the field of computing research and literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ACM Computing Classification System
Target entity description: The ACM Computing Classification System is a hierarchical taxonomy developed by the Association for Computing Machinery to categorize and index the field of computing research and literature.
  • A. ACM Computing Surveys
    ACM Computing Surveys is a leading peer-reviewed journal that publishes comprehensive, in-depth survey articles covering major areas of computer science and computing research.
  • B. ACM Guide to Computing Literature
    The ACM Guide to Computing Literature is a comprehensive bibliographic database that indexes and abstracts worldwide research publications in computer science and related fields.
  • C. ACM Digital Library
    The ACM Digital Library is a comprehensive online research repository providing access to the Association for Computing Machinery’s journals, conference proceedings, technical magazines, and other computing-related publications.
  • D. ACM Transactions series
    The ACM Transactions series is a collection of peer-reviewed scholarly journals published by the Association for Computing Machinery, each focusing on a specific area of computer science and information technology research.
  • E. ACM Transactions on Software Engineering and Methodology
    ACM Transactions on Software Engineering and Methodology is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in software engineering principles, practices, and methodologies.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesClassificationScheme
Context triple: [ACM Guide to Computing Literature, usesClassificationScheme, ACM Computing Classification System]
  • A. isClassifiedUnder
    Indicates that one entity is categorized or grouped within a broader class, type, or category represented by another entity.
  • B. areClassifiedBy chosen
    Indicates that entities are assigned to one or more categories, types, or classes according to a specified classification scheme.
  • C. classificationSystem
    Indicates a relationship where an entity is organized or categorized according to a particular classification scheme or taxonomy.
  • D. hasLCClassification
    Indicates that an entity is assigned a specific Library of Congress Classification code representing its subject or shelving category.
  • E. classificationSystemName
    Indicates the name or label assigned to a particular classification system used to categorize or organize entities.
  • F. None of above.

Provenance (6 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_69a886036bc081909ff5de16dbe5e8ea completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a96083e7308190abbf025fe8e43abb completed March 5, 2026, 10:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad58d9db5c819081408977834ad606 completed March 8, 2026, 11:09 a.m.
NEDg Description generation batch_69ad5a625d088190bbacbb69a0569d49 completed March 8, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_69ad5ae605f88190b5e42d7cf923e9bb completed March 8, 2026, 11:17 a.m.
PD Predicate disambiguation batch_69a907cac610819083cafd4396b6d66c completed March 5, 2026, 4:34 a.m.
Created at: March 4, 2026, 7:28 p.m.