Triple

T3430012
Position Surface form Disambiguated ID Type / Status
Subject Zendesk E72313 entity
Predicate product P490 FINISHED
Object Zendesk Talk
Zendesk Talk is a cloud-based call center and voice support solution integrated into the Zendesk customer service platform.
 E72313 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: Zendesk Talk | Statement: [Zendesk, product, Zendesk Talk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zendesk Talk
Context triple: [Zendesk, product, Zendesk Talk]
  • A. Zendesk
    Zendesk is a customer service and engagement software company best known for its cloud-based help desk and support ticketing solutions used by businesses worldwide.
  • B. Zopim
    Zopim is a live chat and customer messaging software platform that became part of Zendesk’s customer service product suite after its acquisition.
  • C. Zoho Cliq
    Zoho Cliq is a team communication and collaboration platform offering real-time messaging, channels, and integrations for workplace productivity.
  • 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. Amazon Connect
    Amazon Connect is a cloud-based contact center service that enables businesses to set up and manage scalable customer support and call center operations using Amazon Web Services infrastructure.
  • 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: Zendesk Talk
Triple: [Zendesk, product, Zendesk Talk]
Generated description
Zendesk Talk is a cloud-based call center and voice support solution integrated into the Zendesk customer service platform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zendesk Talk
Target entity description: Zendesk Talk is a cloud-based call center and voice support solution integrated into the Zendesk customer service platform.
  • A. Zendesk chosen
    Zendesk is a customer service and engagement software company best known for its cloud-based help desk and support ticketing solutions used by businesses worldwide.
  • B. Zopim
    Zopim is a live chat and customer messaging software platform that became part of Zendesk’s customer service product suite after its acquisition.
  • C. Zoho Cliq
    Zoho Cliq is a team communication and collaboration platform offering real-time messaging, channels, and integrations for workplace productivity.
  • 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. Amazon Connect
    Amazon Connect is a cloud-based contact center service that enables businesses to set up and manage scalable customer support and call center operations using Amazon Web Services infrastructure.
  • F. None of above.

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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9bd61908190a7bdd01f24334fc3 completed March 8, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b360c789b48190807bddf1a3bf8d2e completed March 13, 2026, 12:56 a.m.
NEDg Description generation batch_69b3653f5e8481908bc6488b7cd8adf3 completed March 13, 2026, 1:15 a.m.
NED2 Entity disambiguation (via description) batch_69b365c56c888190aae64a1cd01d8b8a completed March 13, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:15 p.m.