Triple
T3275800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Time Warner Book Group |
E68754
|
entity |
| Predicate | hasImprint |
P2763
|
FINISHED |
| Object |
Business Plus
Business Plus is a publishing imprint focused on business, management, and personal finance titles.
|
E344248
|
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: Business Plus | Statement: [Time Warner Book Group, hasImprint, Business Plus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Plus Context triple: [Time Warner Book Group, hasImprint, Business Plus]
-
A.
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.
-
B.
Business Select
Business Select is Southwest Airlines’ highest fare class, offering priority boarding, extra Rapid Rewards points, and additional perks for business and premium travelers.
-
C.
Enterprise Business
Enterprise Business is Huawei's division focused on providing ICT infrastructure and digital transformation solutions to enterprise and government customers worldwide.
-
D.
Business Link
Business Link was a UK government-funded advisory service that provided information and support to businesses, particularly small and medium-sized enterprises.
-
E.
Consumer Business
Consumer Business is Huawei’s division focused on designing, producing, and selling consumer-oriented products such as smartphones, laptops, wearables, and other smart devices.
- 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: Business Plus Triple: [Time Warner Book Group, hasImprint, Business Plus]
Generated description
Business Plus is a publishing imprint focused on business, management, and personal finance titles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business Plus Target entity description: Business Plus is a publishing imprint focused on business, management, and personal finance titles.
-
A.
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.
-
B.
Business Select
Business Select is Southwest Airlines’ highest fare class, offering priority boarding, extra Rapid Rewards points, and additional perks for business and premium travelers.
-
C.
Enterprise Business
Enterprise Business is Huawei's division focused on providing ICT infrastructure and digital transformation solutions to enterprise and government customers worldwide.
-
D.
Business Link
Business Link was a UK government-funded advisory service that provided information and support to businesses, particularly small and medium-sized enterprises.
-
E.
Consumer Business
Consumer Business is Huawei’s division focused on designing, producing, and selling consumer-oriented products such as smartphones, laptops, wearables, and other smart devices.
- 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_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0110f1c8190ae60708b686cbbf9 |
completed | March 8, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e8462a0c8190aba2330da6c49ecf |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e9448fa881909001b6c39333359f |
completed | March 12, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2e9a10e2c8190ba67635ae2425470 |
completed | March 12, 2026, 4:28 p.m. |
Created at: March 8, 2026, 3:10 p.m.