Triple
T3451881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gainsight |
E72810
|
entity |
| Predicate | product |
P490
|
FINISHED |
| Object | Gainsight Revenue Optimization |
E72810
|
NE FINISHED |
How this triple was built (2 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: Gainsight Revenue Optimization | Statement: [Gainsight, product, Gainsight Revenue Optimization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gainsight Revenue Optimization Context triple: [Gainsight, product, Gainsight Revenue Optimization]
-
A.
Gainsight
chosen
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.
-
B.
CPQ
CPQ is the former stock ticker symbol for Compaq, a major American personal computer company that was acquired by Hewlett-Packard in 2002.
-
C.
Wharton Customer Analytics
Wharton Customer Analytics is a research and education center at the Wharton School focused on advancing data-driven customer analytics through academic-industry collaboration.
-
D.
Salesforce
Salesforce is a leading cloud-based customer relationship management (CRM) company known for its suite of enterprise applications for sales, service, marketing, and analytics.
-
E.
Campaign Manager 360
Campaign Manager 360 is Google’s enterprise-level ad management and ad-serving platform used to plan, traffic, serve, and measure digital advertising campaigns across channels.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad85b12a908190a1d10a6b03b4f8ae |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adba7465248190947f9096e230e1c4 |
completed | March 8, 2026, 6:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b360ef69308190a11f37ddbf3bbc7b |
completed | March 13, 2026, 12:57 a.m. |
Created at: March 8, 2026, 3:16 p.m.