Triple

T272077
Position Surface form Disambiguated ID Type / Status
Subject Google Workspace E5654 entity
Predicate includesService P1393 FINISHED
Object Google Sheets
Google Sheets is a cloud-based spreadsheet application by Google that enables users to create, edit, and collaboratively work on spreadsheets in real time through a web browser or mobile app.
 E35661 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: Google Sheets | Statement: [Google Workspace, includesService, Google Sheets]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Google Sheets
Context triple: [Google Workspace, includesService, Google Sheets]
  • A. Google Docs
    Google Docs is a cloud-based word processing application by Google that allows users to create, edit, and collaborate on documents in real time through a web browser or mobile app.
  • B. Google Workspace
    Google Workspace is a cloud-based suite of productivity and collaboration tools that includes Gmail, Docs, Drive, Calendar, Meet, and other integrated services for businesses and organizations.
  • C. Google Drive
    Google Drive is a cloud-based file storage and synchronization service by Google that lets users store, share, and access files from any internet-connected device.
  • D. Excel
    Excel is a widely used spreadsheet software by Microsoft that enables data organization, analysis, visualization, and basic to advanced analytics through formulas, functions, and tools like PivotTables.
  • E. Google Sites
    Google Sites is a web-based tool from Google that lets users easily create and share simple websites without needing to write code.
  • 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: Google Sheets
Triple: [Google Workspace, includesService, Google Sheets]
Generated description
Google Sheets is a cloud-based spreadsheet application by Google that enables users to create, edit, and collaboratively work on spreadsheets in real time through a web browser or mobile app.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Google Sheets
Target entity description: Google Sheets is a cloud-based spreadsheet application by Google that enables users to create, edit, and collaboratively work on spreadsheets in real time through a web browser or mobile app.
  • A. Google Docs
    Google Docs is a cloud-based word processing application by Google that allows users to create, edit, and collaborate on documents in real time through a web browser or mobile app.
  • B. Google Workspace
    Google Workspace is a cloud-based suite of productivity and collaboration tools that includes Gmail, Docs, Drive, Calendar, Meet, and other integrated services for businesses and organizations.
  • C. Google Drive
    Google Drive is a cloud-based file storage and synchronization service by Google that lets users store, share, and access files from any internet-connected device.
  • D. Excel
    Excel is a widely used spreadsheet software by Microsoft that enables data organization, analysis, visualization, and basic to advanced analytics through formulas, functions, and tools like PivotTables.
  • E. Google Sites
    Google Sites is a web-based tool from Google that lets users easily create and share simple websites without needing to write code.
  • 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_69a25853594c8190b05ec3a586ec88bf completed Feb. 28, 2026, 2:52 a.m.
NER Named-entity recognition batch_69a260d0dae48190a2ec98d0186fd792 completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3914eba9081908cdef8b719c9b20b completed March 1, 2026, 1:07 a.m.
NEDg Description generation batch_69a391888bbc81908d86e3a1f15cb84e completed March 1, 2026, 1:08 a.m.
NED2 Entity disambiguation (via description) batch_69a3921fc8c8819084d2dab21012e53a completed March 1, 2026, 1:10 a.m.
Created at: Feb. 28, 2026, 2:57 a.m.