Triple

T1636060
Position Surface form Disambiguated ID Type / Status
Subject Unified Modeling Language E35361 entity
Predicate relatedStandard P37 FINISHED
Object SysML
SysML (Systems Modeling Language) is a standardized graphical modeling language used to specify, analyze, design, and verify complex systems that may include hardware, software, information, processes, and personnel.
 E35361 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: SysML | Statement: [Unified Modeling Language, relatedStandard, SysML]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SysML
Context triple: [Unified Modeling Language, relatedStandard, SysML]
  • A. Unified Modeling Language
    Unified Modeling Language (UML) is a standardized visual modeling language used in software engineering to specify, design, and document software systems through diagrams.
  • B. IEEE 12207
    IEEE 12207 is an international standard that defines processes, activities, and tasks for the life cycle management of software systems.
  • C. ISO/IEC/IEEE 29148
    ISO/IEC/IEEE 29148 is an international standard that defines best practices and processes for engineering and managing system and software requirements.
  • D. ISO/IEC 15288
    ISO/IEC 15288 is an international standard that defines a common framework of processes for the life cycle management of systems, from conception through retirement.
  • E. INCOSE Systems Engineering Handbook
    The INCOSE Systems Engineering Handbook is a comprehensive reference guide that defines best practices, processes, and principles for the application of systems engineering across the entire system life cycle.
  • 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: SysML
Triple: [Unified Modeling Language, relatedStandard, SysML]
Generated description
SysML (Systems Modeling Language) is a standardized graphical modeling language used to specify, analyze, design, and verify complex systems that may include hardware, software, information, processes, and personnel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SysML
Target entity description: SysML (Systems Modeling Language) is a standardized graphical modeling language used to specify, analyze, design, and verify complex systems that may include hardware, software, information, processes, and personnel.
  • A. Unified Modeling Language chosen
    Unified Modeling Language (UML) is a standardized visual modeling language used in software engineering to specify, design, and document software systems through diagrams.
  • B. IEEE 12207
    IEEE 12207 is an international standard that defines processes, activities, and tasks for the life cycle management of software systems.
  • C. ISO/IEC/IEEE 29148
    ISO/IEC/IEEE 29148 is an international standard that defines best practices and processes for engineering and managing system and software requirements.
  • D. ISO/IEC 15288
    ISO/IEC 15288 is an international standard that defines a common framework of processes for the life cycle management of systems, from conception through retirement.
  • E. INCOSE Systems Engineering Handbook
    The INCOSE Systems Engineering Handbook is a comprehensive reference guide that defines best practices, processes, and principles for the application of systems engineering across the entire system life cycle.
  • F. None of above.

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_69a886036bc081909ff5de16dbe5e8ea completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a17e8e08190afb78a953ab920ec completed March 5, 2026, 4:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad58dbd0608190be207ab2bcdc9eef 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.
Created at: March 4, 2026, 7:28 p.m.