Triple
T11169367
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ryan Smith |
E264234
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
Qualtrics
Qualtrics is an experience management and survey software company known for helping organizations collect and analyze customer, employee, product, and brand feedback.
|
E908816
|
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: Qualtrics | Statement: [Ryan Smith, coFounded, Qualtrics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qualtrics Context triple: [Ryan Smith, coFounded, Qualtrics]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Gainsight
Gainsight is a customer success and product experience software company known for helping businesses reduce churn, drive expansion, and improve customer retention through data-driven insights and workflows.
-
E.
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.
- 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: Qualtrics Triple: [Ryan Smith, coFounded, Qualtrics]
Generated description
Qualtrics is an experience management and survey software company known for helping organizations collect and analyze customer, employee, product, and brand feedback.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qualtrics Target entity description: Qualtrics is an experience management and survey software company known for helping organizations collect and analyze customer, employee, product, and brand feedback.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Gainsight
Gainsight is a customer success and product experience software company known for helping businesses reduce churn, drive expansion, and improve customer retention through data-driven insights and workflows.
-
E.
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.
- 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_69d6aa9dafac8190bd90d2c74f661aa7 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8952e248190b0751669e8c960b7 |
completed | April 9, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e463a2e2fc819086126b681d86e94b |
completed | April 19, 2026, 5:09 a.m. |
| NEDg | Description generation | batch_69e46c37efec81908aa709587c37569d |
completed | April 19, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e47292cdd08190b05c4c8b09f4f918 |
completed | April 19, 2026, 6:13 a.m. |
Created at: April 8, 2026, 9:29 p.m.