Triple
T7936758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Object Management Group |
E184304
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Software & Systems Process Engineering Metamodel
The Software & Systems Process Engineering Metamodel (SPEM) is an OMG standard modeling language used to define, document, and manage software and systems development processes.
|
E699649
|
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: Software & Systems Process Engineering Metamodel | Statement: [Object Management Group, knownFor, Software & Systems Process Engineering Metamodel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Software & Systems Process Engineering Metamodel Context triple: [Object Management Group, knownFor, Software & Systems Process Engineering Metamodel]
-
A.
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.
-
B.
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.
-
C.
Personal Software Process
The Personal Software Process (PSP) is a structured, data-driven methodology that helps individual software engineers improve the quality, predictability, and efficiency of their work through disciplined planning, measurement, and process refinement.
-
D.
Object Modeling Technique
Object Modeling Technique (OMT) is an early object-oriented analysis and design methodology that introduced structured notations for modeling systems, helping lay the groundwork for what became the Unified Modeling Language (UML).
-
E.
No Silver Bullet: Essence and Accidents of Software Engineering
"No Silver Bullet: Essence and Accidents of Software Engineering" is a seminal essay arguing that no single technology or practice will yield dramatic, order-of-magnitude improvements in software productivity, reliability, or simplicity.
- 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: Software & Systems Process Engineering Metamodel Triple: [Object Management Group, knownFor, Software & Systems Process Engineering Metamodel]
Generated description
The Software & Systems Process Engineering Metamodel (SPEM) is an OMG standard modeling language used to define, document, and manage software and systems development processes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Software & Systems Process Engineering Metamodel Target entity description: The Software & Systems Process Engineering Metamodel (SPEM) is an OMG standard modeling language used to define, document, and manage software and systems development processes.
-
A.
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.
-
B.
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.
-
C.
Personal Software Process
The Personal Software Process (PSP) is a structured, data-driven methodology that helps individual software engineers improve the quality, predictability, and efficiency of their work through disciplined planning, measurement, and process refinement.
-
D.
Object Modeling Technique
Object Modeling Technique (OMT) is an early object-oriented analysis and design methodology that introduced structured notations for modeling systems, helping lay the groundwork for what became the Unified Modeling Language (UML).
-
E.
No Silver Bullet: Essence and Accidents of Software Engineering
"No Silver Bullet: Essence and Accidents of Software Engineering" is a seminal essay arguing that no single technology or practice will yield dramatic, order-of-magnitude improvements in software productivity, reliability, or simplicity.
- 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_69ca8290c21c8190906a5ca6fe2b03c4 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3aede3cc81908b0d3b54e68997b9 |
completed | March 31, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5c0a96ac819099ad30fb925eb329 |
completed | March 31, 2026, 5:30 a.m. |
| NEDg | Description generation | batch_69cb7634f4dc8190b5e537f24bccd651 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb67e77a48190b93c6ba61becfac4 |
completed | March 31, 2026, 11:56 a.m. |
Created at: March 30, 2026, 5:08 p.m.