Triple
T7893444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Premium Career |
E183291
|
entity |
| Predicate | offersFewerBusinessFocusedFeaturesThan |
P79611
|
FINISHED |
| Object |
LinkedIn Premium Business
LinkedIn Premium Business is a paid LinkedIn subscription tier designed for professionals and companies that want enhanced business networking, lead generation, and profile visibility tools beyond the basic and career-focused plans.
|
E5698
|
NE FINISHED |
How this triple was built (5 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: LinkedIn Premium Business | Statement: [Premium Career, offersFewerBusinessFocusedFeaturesThan, LinkedIn Premium Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LinkedIn Premium Business Context triple: [Premium Career, offersFewerBusinessFocusedFeaturesThan, LinkedIn Premium Business]
-
A.
LinkedIn
LinkedIn is a professional networking platform and social media service focused on careers, business connections, and job opportunities.
-
B.
Business Premier
Business Premier is Air New Zealand’s flagship long-haul business class product, offering lie-flat seats, premium dining, and enhanced comfort and service for international travelers.
-
C.
offers fewer business-focused features than LinkedIn Premium Business
Premium Career is a LinkedIn subscription tier tailored primarily to individual job seekers, emphasizing tools for career development and job searching rather than advanced business or sales functionalities.
-
D.
Business Plus
Business Plus is a publishing imprint focused on business, management, and personal finance titles.
-
E.
Business Link
Business Link was a UK government-funded advisory service that provided information and support to businesses, particularly small and medium-sized enterprises.
- 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: LinkedIn Premium Business Triple: [Premium Career, offersFewerBusinessFocusedFeaturesThan, LinkedIn Premium Business]
Generated description
LinkedIn Premium Business is a paid LinkedIn subscription tier designed for professionals and companies that want enhanced business networking, lead generation, and profile visibility tools beyond the basic and career-focused plans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LinkedIn Premium Business Target entity description: LinkedIn Premium Business is a paid LinkedIn subscription tier designed for professionals and companies that want enhanced business networking, lead generation, and profile visibility tools beyond the basic and career-focused plans.
-
A.
LinkedIn
chosen
LinkedIn is a professional networking platform and social media service focused on careers, business connections, and job opportunities.
-
B.
Business Premier
Business Premier is Air New Zealand’s flagship long-haul business class product, offering lie-flat seats, premium dining, and enhanced comfort and service for international travelers.
-
C.
offers fewer business-focused features than LinkedIn Premium Business
Premium Career is a LinkedIn subscription tier tailored primarily to individual job seekers, emphasizing tools for career development and job searching rather than advanced business or sales functionalities.
-
D.
Business Plus
Business Plus is a publishing imprint focused on business, management, and personal finance titles.
-
E.
Business Link
Business Link was a UK government-funded advisory service that provided information and support to businesses, particularly small and medium-sized enterprises.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: offersFewerBusinessFocusedFeaturesThan Context triple: [Premium Career, offersFewerBusinessFocusedFeaturesThan, LinkedIn Premium Business]
-
A.
providesFunctionalityOf
Indicates that one entity supplies, implements, or makes available the capabilities or functions that are normally associated with another entity.
-
B.
offersFeature
Indicates that one entity provides or makes available a particular feature or capability to another entity.
-
C.
featuresSupporter
Indicates that one entity serves as a supporter, advocate, or promoter of another entity or its cause.
-
D.
featuresSuit
Indicates that one entity includes or presents a particular suit (e.g., clothing, armor, or outfit) as a notable component or attribute.
-
E.
supportsBusiness
Indicates that one entity provides assistance, resources, or services that help another entity operate, grow, or succeed in its business activities.
- F. None of above. chosen
Provenance (7 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_69ca828c474c8190a254d6499871eaff |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a008fb88190a039fec40483ab93 |
completed | March 31, 2026, 3:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc562c6e188190adbdf99479170920 |
completed | March 31, 2026, 11:18 p.m. |
| NEDg | Description generation | batch_69cc58a76b90819092de63b3b23e70af |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cfccc9c8190adcbaee96c17711e |
completed | March 31, 2026, 11:47 p.m. |
| PD | Predicate disambiguation | batch_69cae92b0cd881908e715a10d3252e83 |
completed | March 30, 2026, 9:20 p.m. |
| PDg | Predicate description generation | batch_69caf786ec748190b6347b0c94335550 |
completed | March 30, 2026, 10:21 p.m. |
Created at: March 30, 2026, 5 p.m.