Triple

T15914927
Position Surface form Disambiguated ID Type / Status
Subject Daniel A. Menascé E385943 entity
Predicate notableWork P4 FINISHED
Object Capacity Planning for Web Services
"Capacity Planning for Web Services" is a technical book by Daniel A. Menascé that provides quantitative methods and practical guidance for modeling, analyzing, and provisioning the performance and scalability of web-based systems.
E1182291 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: Capacity Planning for Web Services | Statement: [Daniel A. Menascé, notableWork, Capacity Planning for Web Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Capacity Planning for Web Services
Context triple: [Daniel A. Menascé, notableWork, Capacity Planning for Web Services]
  • A. Real Application Clusters
    Real Application Clusters is an Oracle Database technology that enables multiple servers to run a single database instance concurrently for high availability and scalable performance.
  • B. Catalogue Service for the Web
    Catalogue Service for the Web is an Open Geospatial Consortium specification that defines standard web interfaces for discovering, browsing, and querying metadata about geospatial data and services.
  • C. Patterns of Enterprise Application Architecture
    Patterns of Enterprise Application Architecture is a seminal software engineering book that catalogs and explains common design patterns and best practices for building large-scale enterprise applications.
  • D. Planning Tool for Resource Integration, Synchronization, and Management
    PRISM is a U.S. military logistics and planning software system designed to coordinate and optimize the allocation, synchronization, and management of operational resources.
  • E. Uniform Rules for Demand Guarantees
    The Uniform Rules for Demand Guarantees are a globally recognized set of standardized practices and guidelines governing the use and operation of demand guarantees in international trade and finance.
  • 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: Capacity Planning for Web Services
Triple: [Daniel A. Menascé, notableWork, Capacity Planning for Web Services]
Generated description
"Capacity Planning for Web Services" is a technical book by Daniel A. Menascé that provides quantitative methods and practical guidance for modeling, analyzing, and provisioning the performance and scalability of web-based systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Capacity Planning for Web Services
Target entity description: "Capacity Planning for Web Services" is a technical book by Daniel A. Menascé that provides quantitative methods and practical guidance for modeling, analyzing, and provisioning the performance and scalability of web-based systems.
  • A. Real Application Clusters
    Real Application Clusters is an Oracle Database technology that enables multiple servers to run a single database instance concurrently for high availability and scalable performance.
  • B. Catalogue Service for the Web
    Catalogue Service for the Web is an Open Geospatial Consortium specification that defines standard web interfaces for discovering, browsing, and querying metadata about geospatial data and services.
  • C. Patterns of Enterprise Application Architecture
    Patterns of Enterprise Application Architecture is a seminal software engineering book that catalogs and explains common design patterns and best practices for building large-scale enterprise applications.
  • D. Planning Tool for Resource Integration, Synchronization, and Management
    PRISM is a U.S. military logistics and planning software system designed to coordinate and optimize the allocation, synchronization, and management of operational resources.
  • E. Uniform Rules for Demand Guarantees
    The Uniform Rules for Demand Guarantees are a globally recognized set of standardized practices and guidelines governing the use and operation of demand guarantees in international trade and finance.
  • 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_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1566216d481908dd6e3acaa26fd45 completed April 16, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb05b15e8819083b67afa52f46283 completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb0cfac808190b32bb25659603fb4 completed May 9, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69ffb15b987c8190ae9c96f15fc55b27 completed May 9, 2026, 10:12 p.m.
Created at: April 10, 2026, 4:52 a.m.