Triple
T8238093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microsoft Office |
E192462
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Microsoft Forms
Microsoft Forms is a web-based application from Microsoft that lets users easily create surveys, quizzes, and polls and collect responses in real time.
|
E720873
|
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 Forms | Statement: [Microsoft Office, hasPart, Microsoft Forms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft Forms Context triple: [Microsoft Office, hasPart, Microsoft Forms]
-
A.
Google Forms
Google Forms is a web-based application for creating, distributing, and analyzing online surveys, quizzes, and data collection forms.
-
B.
Zoho Forms
Zoho Forms is an online form builder and data collection tool that lets users create, share, and manage forms and surveys with integrated workflows and analytics.
-
C.
SurveyMonkey
SurveyMonkey is a leading online survey and experience management platform that enables individuals and organizations to create, distribute, and analyze surveys and feedback data.
-
D.
Crowdsignal
Crowdsignal is an online survey and polling platform, best known for enabling users to easily create and distribute questionnaires and collect feedback on the web.
-
E.
Power Apps
Power Apps is a Microsoft low-code development platform that enables users to quickly build and deploy custom business applications across web and mobile.
- 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 Forms Triple: [Microsoft Office, hasPart, Microsoft Forms]
Generated description
Microsoft Forms is a web-based application from Microsoft that lets users easily create surveys, quizzes, and polls and collect responses in real time.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Microsoft Forms Target entity description: Microsoft Forms is a web-based application from Microsoft that lets users easily create surveys, quizzes, and polls and collect responses in real time.
-
A.
Google Forms
Google Forms is a web-based application for creating, distributing, and analyzing online surveys, quizzes, and data collection forms.
-
B.
Zoho Forms
Zoho Forms is an online form builder and data collection tool that lets users create, share, and manage forms and surveys with integrated workflows and analytics.
-
C.
SurveyMonkey
SurveyMonkey is a leading online survey and experience management platform that enables individuals and organizations to create, distribute, and analyze surveys and feedback data.
-
D.
Crowdsignal
Crowdsignal is an online survey and polling platform, best known for enabling users to easily create and distribute questionnaires and collect feedback on the web.
-
E.
Power Apps
Power Apps is a Microsoft low-code development platform that enables users to quickly build and deploy custom business applications across web and mobile.
- 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_69ca82dc8f148190a2c75a98501a7b91 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb783a8cf48190bf85394fd3bd79e2 |
completed | March 31, 2026, 7:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd3504e6ac8190b4cb12c80a7e7fc0 |
completed | April 1, 2026, 3:08 p.m. |
| NEDg | Description generation | batch_69cd37a47f3c81909491e9b0316c32f0 |
completed | April 1, 2026, 3:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4ecc8d68819099932b1ecefc0d36 |
completed | April 1, 2026, 4:58 p.m. |
Created at: March 30, 2026, 5:47 p.m.