Triple

T3796795
Position Surface form Disambiguated ID Type / Status
Subject Software Engineering Institute E91588 entity
Predicate notableWork P4 FINISHED
Object Team Software Process
Team Software Process is a structured software development methodology designed to help teams plan, track, and improve their engineering practices for higher quality and productivity.
 E389081 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: Team Software Process | Statement: [Software Engineering Institute, notableWork, Team Software Process]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Team Software Process
Context triple: [Software Engineering Institute, notableWork, Team Software Process]
  • A. Agile Software Development, Principles, Patterns, and Practices
    "Agile Software Development, Principles, Patterns, and Practices" is a foundational software engineering book by Robert C. Martin that explains agile methodologies through object-oriented design principles, design patterns, and best practices for building maintainable code.
  • B. Rational software tools
    Rational software tools are a suite of IBM-developed software engineering products that support tasks such as requirements management, modeling, design, testing, and project management across the software development lifecycle.
  • C. Extreme Programming (XP)
    Extreme Programming (XP) is an agile software development methodology that emphasizes frequent releases, close customer collaboration, continuous testing, and the flexibility to adapt to changing requirements.
  • D. The Mythical Man-Month
    The Mythical Man-Month is a classic software engineering book by Fred Brooks that explores the challenges of large-scale software projects and famously argues that adding manpower to a late project makes it later.
  • E. Overarching Integrated Product Teams
    Overarching Integrated Product Teams are cross-functional groups within the U.S. defense acquisition process that coordinate and integrate stakeholder input to support major program decisions.
  • 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: Team Software Process
Triple: [Software Engineering Institute, notableWork, Team Software Process]
Generated description
Team Software Process is a structured software development methodology designed to help teams plan, track, and improve their engineering practices for higher quality and productivity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Team Software Process
Target entity description: Team Software Process is a structured software development methodology designed to help teams plan, track, and improve their engineering practices for higher quality and productivity.
  • A. Agile Software Development, Principles, Patterns, and Practices
    "Agile Software Development, Principles, Patterns, and Practices" is a foundational software engineering book by Robert C. Martin that explains agile methodologies through object-oriented design principles, design patterns, and best practices for building maintainable code.
  • B. Rational software tools
    Rational software tools are a suite of IBM-developed software engineering products that support tasks such as requirements management, modeling, design, testing, and project management across the software development lifecycle.
  • C. Extreme Programming (XP)
    Extreme Programming (XP) is an agile software development methodology that emphasizes frequent releases, close customer collaboration, continuous testing, and the flexibility to adapt to changing requirements.
  • D. The Mythical Man-Month
    The Mythical Man-Month is a classic software engineering book by Fred Brooks that explores the challenges of large-scale software projects and famously argues that adding manpower to a late project makes it later.
  • E. Overarching Integrated Product Teams
    Overarching Integrated Product Teams are cross-functional groups within the U.S. defense acquisition process that coordinate and integrate stakeholder input to support major program decisions.
  • 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_69aed96354f48190a768966d6bd19b04 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee7a0818481909460197929ebb8e4 completed March 9, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f061a9e481908d16ae0aa44e2f16 completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f25fab648190abbded4d44357c54 completed March 14, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69b4f314a63c8190a76ed8f4bd21eaf5 completed March 14, 2026, 5:33 a.m.
Created at: March 9, 2026, 3:15 p.m.