Triple

T7977364
Position Surface form Disambiguated ID Type / Status
Subject Ivar Jacobson E185479 entity
Predicate knownFor P22 FINISHED
Object Essence (software engineering method framework)
Essence is a software engineering method framework that provides a common, lightweight kernel and language for describing, comparing, and tailoring software development practices and methods.
 E703167 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: Essence (software engineering method framework) | Statement: [Ivar Jacobson, knownFor, Essence (software engineering method framework)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Essence (software engineering method framework)
Context triple: [Ivar Jacobson, knownFor, Essence (software engineering method framework)]
  • A. Eiffel method
    The Eiffel method is a software engineering approach that emphasizes object-oriented design, correctness by construction, and the use of contracts to ensure software reliability.
  • B. Extreme Programming Explained
    Extreme Programming Explained is a foundational book by Kent Beck that introduces and details the principles, practices, and philosophy of the Extreme Programming (XP) agile software development methodology.
  • C. ATAM (Architecture Tradeoff Analysis Method)
    ATAM (Architecture Tradeoff Analysis Method) is a structured software architecture evaluation approach that helps stakeholders analyze and compare quality attribute trade-offs and risks in complex systems.
  • D. The Method
    The Method is a Russian psychological crime drama series featuring Svetlana Khodchenkova in a prominent role.
  • E. The Method
    The Method is an ancient mathematical treatise by Archimedes that uses mechanical reasoning to discover and justify geometric theorems.
  • 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: Essence (software engineering method framework)
Triple: [Ivar Jacobson, knownFor, Essence (software engineering method framework)]
Generated description
Essence is a software engineering method framework that provides a common, lightweight kernel and language for describing, comparing, and tailoring software development practices and methods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Essence (software engineering method framework)
Target entity description: Essence is a software engineering method framework that provides a common, lightweight kernel and language for describing, comparing, and tailoring software development practices and methods.
  • A. Eiffel method
    The Eiffel method is a software engineering approach that emphasizes object-oriented design, correctness by construction, and the use of contracts to ensure software reliability.
  • B. Extreme Programming Explained
    Extreme Programming Explained is a foundational book by Kent Beck that introduces and details the principles, practices, and philosophy of the Extreme Programming (XP) agile software development methodology.
  • C. ATAM (Architecture Tradeoff Analysis Method)
    ATAM (Architecture Tradeoff Analysis Method) is a structured software architecture evaluation approach that helps stakeholders analyze and compare quality attribute trade-offs and risks in complex systems.
  • D. The Method
    The Method is a Russian psychological crime drama series featuring Svetlana Khodchenkova in a prominent role.
  • E. The Method
    The Method is an ancient mathematical treatise by Archimedes that uses mechanical reasoning to discover and justify geometric theorems.
  • 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_69ca829851908190b4e03829353ee7c3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3bf716508190b4245bd5d89ae8c4 completed March 31, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0cc09a081909cb92cd4864ef50d completed March 31, 2026, 2:57 p.m.
NEDg Description generation batch_69cbe43d29f8819080f7d729c4f28c75 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc32e2e1c48190b86218bff9af99f5 completed March 31, 2026, 8:47 p.m.
Created at: March 30, 2026, 5:14 p.m.