Triple
T1885101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IBM PC compatible |
E39944
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Microsoft software ecosystem
The Microsoft software ecosystem is the integrated collection of operating systems, applications, development tools, and cloud services built around Microsoft platforms such as Windows and Azure, widely used on IBM PC compatible hardware.
|
E1649
|
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: Microsoft software ecosystem | Statement: [IBM PC compatible, associatedWith, Microsoft software ecosystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft software ecosystem Context triple: [IBM PC compatible, associatedWith, Microsoft software ecosystem]
-
A.
Microsoft Office
Microsoft Office is a widely used suite of productivity applications developed by Microsoft, including programs for word processing, spreadsheets, presentations, email, and more.
-
B.
Microsoft
Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
-
C.
Microsoft Plus! product line
The Microsoft Plus! product line was a series of add-on enhancement packs for various versions of the Windows operating system, providing extra features, themes, and utilities beyond the base OS.
-
D.
Microsoft Cloud
Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
-
E.
System Center
System Center is a suite of Microsoft management tools for centrally deploying, monitoring, and administering IT infrastructure and applications across enterprise environments.
- 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: Microsoft software ecosystem Triple: [IBM PC compatible, associatedWith, Microsoft software ecosystem]
Generated description
The Microsoft software ecosystem is the integrated collection of operating systems, applications, development tools, and cloud services built around Microsoft platforms such as Windows and Azure, widely used on IBM PC compatible hardware.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Microsoft software ecosystem Target entity description: The Microsoft software ecosystem is the integrated collection of operating systems, applications, development tools, and cloud services built around Microsoft platforms such as Windows and Azure, widely used on IBM PC compatible hardware.
-
A.
Microsoft Office
Microsoft Office is a widely used suite of productivity applications developed by Microsoft, including programs for word processing, spreadsheets, presentations, email, and more.
-
B.
Microsoft
chosen
Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
-
C.
Microsoft Plus! product line
The Microsoft Plus! product line was a series of add-on enhancement packs for various versions of the Windows operating system, providing extra features, themes, and utilities beyond the base OS.
-
D.
Microsoft Cloud
Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
-
E.
System Center
System Center is a suite of Microsoft management tools for centrally deploying, monitoring, and administering IT infrastructure and applications across enterprise environments.
- 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_69a88633e4fc8190b7eb40463e048ec5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb11eb2d0819088d67b1cfc772049 |
completed | March 7, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf61413081909c0e840590aaf631 |
completed | March 8, 2026, 8:43 p.m. |
| NEDg | Description generation | batch_69addfcecdf48190a325eb5c8b10f238 |
completed | March 8, 2026, 8:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade0ba34ac8190ac94f7dbb5778f70 |
completed | March 8, 2026, 8:48 p.m. |
Created at: March 4, 2026, 7:34 p.m.