Triple
T22206478
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Silver Lake |
E548819
|
entity |
| Predicate | notableInvestment |
P3488
|
FINISHED |
| Object |
ServiceMax
ServiceMax is a cloud-based field service management software company that helps enterprises manage and optimize their service operations.
|
E1525057
|
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: ServiceMax | Statement: [Silver Lake, notableInvestment, ServiceMax]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ServiceMax Context triple: [Silver Lake, notableInvestment, ServiceMax]
-
A.
ServiceTitan
ServiceTitan is a cloud-based software platform that provides business management solutions for home and commercial service contractors, such as HVAC, plumbing, and electrical companies.
-
B.
ServiceNow
ServiceNow is a cloud-based software company best known for its enterprise workflow and IT service management platform that helps organizations automate and streamline business processes.
-
C.
PagerDuty
PagerDuty is a cloud-based incident management and alerting platform that helps IT and DevOps teams detect, triage, and resolve operational issues in real time.
-
D.
Zoho Desk
Zoho Desk is a cloud-based customer service and help desk software platform designed to help businesses manage and streamline their support operations across multiple channels.
-
E.
ServiceMagic
ServiceMagic was the original name of HomeAdvisor, an online marketplace that connects homeowners with local service professionals for home improvement and repair projects.
- 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: ServiceMax Triple: [Silver Lake, notableInvestment, ServiceMax]
Generated description
ServiceMax is a cloud-based field service management software company that helps enterprises manage and optimize their service operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ServiceMax Target entity description: ServiceMax is a cloud-based field service management software company that helps enterprises manage and optimize their service operations.
-
A.
ServiceTitan
ServiceTitan is a cloud-based software platform that provides business management solutions for home and commercial service contractors, such as HVAC, plumbing, and electrical companies.
-
B.
ServiceNow
ServiceNow is a cloud-based software company best known for its enterprise workflow and IT service management platform that helps organizations automate and streamline business processes.
-
C.
PagerDuty
PagerDuty is a cloud-based incident management and alerting platform that helps IT and DevOps teams detect, triage, and resolve operational issues in real time.
-
D.
Zoho Desk
Zoho Desk is a cloud-based customer service and help desk software platform designed to help businesses manage and streamline their support operations across multiple channels.
-
E.
ServiceMagic
ServiceMagic was the original name of HomeAdvisor, an online marketplace that connects homeowners with local service professionals for home improvement and repair projects.
- 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_69e11e3f7e04819089806d81d5ac431e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12b2868d88190af313b862fe9d8f2 |
completed | April 28, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0aa618ec1081908faaa70c2f1aa57d |
completed | May 18, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_6a0aaa17ca60819086c01473bf4f5953 |
completed | May 18, 2026, 5:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aaadce22c81908a52272fe85ab8fc |
completed | May 18, 2026, 5:59 a.m. |
Created at: April 16, 2026, 8:36 p.m.