Triple
T8202685
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zoho Corporation |
E191615
|
entity |
| Predicate | offers |
P178
|
FINISHED |
| Object |
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.
|
E719305
|
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: Zoho Forms | Statement: [Zoho Corporation, offers, Zoho Forms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zoho Forms Context triple: [Zoho Corporation, offers, Zoho Forms]
-
A.
Google Forms
Google Forms is a web-based application for creating, distributing, and analyzing online surveys, quizzes, and data collection forms.
-
B.
Forms
Forms are the eternal, unchanging, and perfect intelligible realities that, in Plato’s philosophy, ground the being and knowledge of all particular things.
-
C.
Form
Form is Symfony’s form component, providing a structured, extensible system for building, processing, and validating web forms in PHP applications.
-
D.
Zoho Connect
Zoho Connect is a team collaboration and communication platform by Zoho that offers features like group discussions, file sharing, and task management to streamline workplace collaboration.
-
E.
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.
- 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: Zoho Forms Triple: [Zoho Corporation, offers, Zoho Forms]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zoho Forms Target entity description: 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.
-
A.
Google Forms
Google Forms is a web-based application for creating, distributing, and analyzing online surveys, quizzes, and data collection forms.
-
B.
Forms
Forms are the eternal, unchanging, and perfect intelligible realities that, in Plato’s philosophy, ground the being and knowledge of all particular things.
-
C.
Form
Form is Symfony’s form component, providing a structured, extensible system for building, processing, and validating web forms in PHP applications.
-
D.
Zoho Connect
Zoho Connect is a team collaboration and communication platform by Zoho that offers features like group discussions, file sharing, and task management to streamline workplace collaboration.
-
E.
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.
- 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_69ca82c7f3e08190857bf1fc63b2a10c |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb5df84b108190b4407a72a3500af9 |
completed | March 31, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccedcb45d0819099c13bd455526974 |
completed | April 1, 2026, 10:04 a.m. |
| NEDg | Description generation | batch_69ccf1b818588190936f96d53bf08c2b |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05c2059081908bd04ee4722f9aad |
completed | April 1, 2026, 11:47 a.m. |
Created at: March 30, 2026, 5:43 p.m.