Triple

T13652764
Position Surface form Disambiguated ID Type / Status
Subject Microsoft Research Faculty Fellowship E326779 entity
Predicate associatedWith P37 FINISHED
Object Microsoft academic programs
Microsoft academic programs are a suite of initiatives and partnerships through which Microsoft supports and collaborates with the academic community in research, teaching, and talent development.
E1053400 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 academic programs | Statement: [Microsoft Research Faculty Fellowship, associatedWith, Microsoft academic programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Microsoft academic programs
Context triple: [Microsoft Research Faculty Fellowship, associatedWith, Microsoft academic programs]
  • A. Microsoft 365 Education
    Microsoft 365 Education is a cloud-based suite of productivity, collaboration, and classroom management tools from Microsoft designed specifically for schools, educators, and students.
  • B. IBM Academy of Technology
    The IBM Academy of Technology is an elite, invitation-only community of IBM’s top technical leaders and innovators that helps shape the company’s technology strategy and fosters technical excellence.
  • C. Microsoft Volume Licensing
    Microsoft Volume Licensing is a Microsoft program that provides customized, large-scale software licensing options for organizations, enabling them to deploy and manage Microsoft products across many devices and users.
  • D. Microsoft Office Home and Student
    Microsoft Office Home and Student is a consumer-focused edition of Microsoft's productivity suite that typically bundles core applications like Word, Excel, and PowerPoint for non-commercial use.
  • E. Microsoft Learn
    Microsoft Learn is an online training and documentation platform by Microsoft that provides interactive learning paths, modules, and reference content for its technologies and services.
  • 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 academic programs
Triple: [Microsoft Research Faculty Fellowship, associatedWith, Microsoft academic programs]
Generated description
Microsoft academic programs are a suite of initiatives and partnerships through which Microsoft supports and collaborates with the academic community in research, teaching, and talent development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Microsoft academic programs
Target entity description: Microsoft academic programs are a suite of initiatives and partnerships through which Microsoft supports and collaborates with the academic community in research, teaching, and talent development.
  • A. Microsoft 365 Education
    Microsoft 365 Education is a cloud-based suite of productivity, collaboration, and classroom management tools from Microsoft designed specifically for schools, educators, and students.
  • B. IBM Academy of Technology
    The IBM Academy of Technology is an elite, invitation-only community of IBM’s top technical leaders and innovators that helps shape the company’s technology strategy and fosters technical excellence.
  • C. Microsoft Volume Licensing
    Microsoft Volume Licensing is a Microsoft program that provides customized, large-scale software licensing options for organizations, enabling them to deploy and manage Microsoft products across many devices and users.
  • D. Microsoft Office Home and Student
    Microsoft Office Home and Student is a consumer-focused edition of Microsoft's productivity suite that typically bundles core applications like Word, Excel, and PowerPoint for non-commercial use.
  • E. Microsoft Learn
    Microsoft Learn is an online training and documentation platform by Microsoft that provides interactive learning paths, modules, and reference content for its technologies and services.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc609676c8190b5b1cabe6b315142 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78affa3c481909dba71e2ce9f44c1 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78d1d7de88190a61c554aa27c439d completed May 3, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69f78e00007c81909007a751fd4625c2 completed May 3, 2026, 6:03 p.m.
Created at: April 9, 2026, 9:52 p.m.