Triple
T14894777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John C. Malone |
E359842
|
entity |
| Predicate | chairmanOf |
P2537
|
FINISHED |
| Object |
Qurate Retail Group
Qurate Retail Group is a media and e-commerce conglomerate that owns and operates major home-shopping and online retail brands such as QVC and HSN.
|
E1125042
|
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: Qurate Retail Group | Statement: [John C. Malone, chairmanOf, Qurate Retail Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qurate Retail Group Context triple: [John C. Malone, chairmanOf, Qurate Retail Group]
-
A.
Fiserv, Inc.
Fiserv, Inc. is a global financial technology company that provides payment processing, banking solutions, and related services to financial institutions, businesses, and merchants.
-
B.
Alliance Data Systems
Alliance Data Systems is a U.S.-based provider of data-driven marketing, loyalty, and private-label credit card services for retailers and other consumer-facing businesses.
-
C.
CGI Merchant Group
CGI Merchant Group is a Miami-based real estate investment and development firm known for acquiring and repositioning high-profile commercial properties, including landmark hotels.
-
D.
NCR Corporation
NCR Corporation is a global technology company best known for its point-of-sale systems, ATMs, and other financial and retail transaction solutions.
-
E.
International Digital Commerce Group
International Digital Commerce Group is Alibaba Group’s global e-commerce division focused on operating and expanding its international online retail and wholesale 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: Qurate Retail Group Triple: [John C. Malone, chairmanOf, Qurate Retail Group]
Generated description
Qurate Retail Group is a media and e-commerce conglomerate that owns and operates major home-shopping and online retail brands such as QVC and HSN.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qurate Retail Group Target entity description: Qurate Retail Group is a media and e-commerce conglomerate that owns and operates major home-shopping and online retail brands such as QVC and HSN.
-
A.
Fiserv, Inc.
Fiserv, Inc. is a global financial technology company that provides payment processing, banking solutions, and related services to financial institutions, businesses, and merchants.
-
B.
Alliance Data Systems
Alliance Data Systems is a U.S.-based provider of data-driven marketing, loyalty, and private-label credit card services for retailers and other consumer-facing businesses.
-
C.
CGI Merchant Group
CGI Merchant Group is a Miami-based real estate investment and development firm known for acquiring and repositioning high-profile commercial properties, including landmark hotels.
-
D.
NCR Corporation
NCR Corporation is a global technology company best known for its point-of-sale systems, ATMs, and other financial and retail transaction solutions.
-
E.
International Digital Commerce Group
International Digital Commerce Group is Alibaba Group’s global e-commerce division focused on operating and expanding its international online retail and wholesale 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_69d827980cbc8190a0c569ae3940a1d9 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69ded5f9d10c819091732d7a5a42a682 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b679fb081908cf8f41acfba3b99 |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6cc2ccb0819081e32dc9d2e3973a |
completed | May 8, 2026, 11:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6d9e9a648190920206c8f75cae2e |
completed | May 8, 2026, 11:11 p.m. |
Created at: April 10, 2026, 2:10 a.m.