Triple
T17557799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lightning Web Components |
E427629
|
entity |
| Predicate | tooling |
P4791
|
FINISHED |
| Object |
Salesforce CLI
Salesforce CLI is a command-line interface tool that streamlines development, deployment, and management of Salesforce applications and components, including Lightning Web Components.
|
E1275221
|
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: Salesforce CLI | Statement: [Lightning Web Components, tooling, Salesforce CLI]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Salesforce CLI Context triple: [Lightning Web Components, tooling, Salesforce CLI]
-
A.
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.
-
B.
SDFC
SDFC is the commonly used abbreviation for San Diego FC, a professional soccer club based in San Diego, California.
-
C.
Lightning Experience
Lightning Experience is Salesforce’s modern, component-based user interface designed to improve productivity and user experience across its CRM and cloud applications.
-
D.
ReadyForce
ReadyForce is a career networking and recruiting platform that connects students and recent graduates with employers, particularly in the tech and startup sectors.
-
E.
cf CLI
cf CLI is the command-line interface tool used by developers and operators to interact with and manage applications and services on Cloud Foundry platforms.
- 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: Salesforce CLI Triple: [Lightning Web Components, tooling, Salesforce CLI]
Generated description
Salesforce CLI is a command-line interface tool that streamlines development, deployment, and management of Salesforce applications and components, including Lightning Web Components.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Salesforce CLI Target entity description: Salesforce CLI is a command-line interface tool that streamlines development, deployment, and management of Salesforce applications and components, including Lightning Web Components.
-
A.
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.
-
B.
SDFC
SDFC is the commonly used abbreviation for San Diego FC, a professional soccer club based in San Diego, California.
-
C.
Lightning Experience
Lightning Experience is Salesforce’s modern, component-based user interface designed to improve productivity and user experience across its CRM and cloud applications.
-
D.
ReadyForce
ReadyForce is a career networking and recruiting platform that connects students and recent graduates with employers, particularly in the tech and startup sectors.
-
E.
cf CLI
cf CLI is the command-line interface tool used by developers and operators to interact with and manage applications and services on Cloud Foundry platforms.
- 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_69d889df6dc081908f67dbadc03c07ee |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4562413d08190acaa5272046d3626 |
completed | April 19, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01d2948ae0819083b90516b11d2485 |
completed | May 11, 2026, 12:59 p.m. |
| NEDg | Description generation | batch_6a01d43430d481909b07d8ecc09a185f |
completed | May 11, 2026, 1:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01d4c609fc819089147744317d4be3 |
completed | May 11, 2026, 1:08 p.m. |
Created at: April 10, 2026, 5:50 a.m.