Triple
T13894433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BlackBerry Messenger |
E334051
|
entity |
| Predicate | ownerAfterLicensing |
P76919
|
FINISHED |
| Object |
Emtek (consumer version)
Emtek (consumer version) was the Indonesian technology company’s consumer-focused division that licensed and operated the public-facing version of BlackBerry Messenger (BBM) after BlackBerry shifted away from running the service itself.
|
E1068711
|
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: Emtek (consumer version) | Statement: [BlackBerry Messenger, ownerAfterLicensing, Emtek (consumer version)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emtek (consumer version) Context triple: [BlackBerry Messenger, ownerAfterLicensing, Emtek (consumer version)]
-
A.
MasterBrand Cabinets
MasterBrand Cabinets is a leading North American manufacturer of kitchen and bathroom cabinetry, known for producing a wide range of cabinet brands for residential and commercial use.
-
B.
Kohler
Kohler is a German-origin surname borne by various notable individuals, including scholars, politicians, and artists.
-
C.
Hager
Hager is the surname of Jenna Bush Hager, an American television personality, author, and daughter of former U.S. President George W. Bush.
-
D.
Andersson Cabinet
The Andersson Cabinet was the Swedish government led by Social Democratic Prime Minister Magdalena Andersson, notable as Sweden’s first female-led cabinet.
-
E.
American Surfaces
American Surfaces is a seminal photographic series and book by Stephen Shore that documents everyday American life in the early 1970s through straightforward color snapshots.
- 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: Emtek (consumer version) Triple: [BlackBerry Messenger, ownerAfterLicensing, Emtek (consumer version)]
Generated description
Emtek (consumer version) was the Indonesian technology company’s consumer-focused division that licensed and operated the public-facing version of BlackBerry Messenger (BBM) after BlackBerry shifted away from running the service itself.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emtek (consumer version) Target entity description: Emtek (consumer version) was the Indonesian technology company’s consumer-focused division that licensed and operated the public-facing version of BlackBerry Messenger (BBM) after BlackBerry shifted away from running the service itself.
-
A.
MasterBrand Cabinets
MasterBrand Cabinets is a leading North American manufacturer of kitchen and bathroom cabinetry, known for producing a wide range of cabinet brands for residential and commercial use.
-
B.
Kohler
Kohler is a German-origin surname borne by various notable individuals, including scholars, politicians, and artists.
-
C.
Hager
Hager is the surname of Jenna Bush Hager, an American television personality, author, and daughter of former U.S. President George W. Bush.
-
D.
Andersson Cabinet
The Andersson Cabinet was the Swedish government led by Social Democratic Prime Minister Magdalena Andersson, notable as Sweden’s first female-led cabinet.
-
E.
American Surfaces
American Surfaces is a seminal photographic series and book by Stephen Shore that documents everyday American life in the early 1970s through straightforward color snapshots.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ownerAfterLicensing Context triple: [BlackBerry Messenger, ownerAfterLicensing, Emtek (consumer version)]
-
A.
tookOverLicenseFrom
chosen
Indicates that one entity assumed or acquired a license previously held by another entity.
-
B.
ownershipTransferredTo
Indicates that the legal or formal ownership of an entity has been transferred from one party to another specified party.
-
C.
ownershipStart
Indicates the point in time at which an entity begins to own or hold legal possession of another entity.
-
D.
previouslyLicensedAs
Indicates that an entity held a license under a different name or status at some earlier time.
-
E.
ownershipEnd
Indicates the point or event at which an entity’s ownership of another entity ceases or is terminated.
- F. None of above.
Provenance (6 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_69d81c5dd2d48190b7a5fc1e009de936 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de23a741908190bdf46d76c5f1411a |
completed | April 14, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c71eb1808190b0a3a28a8011e9c7 |
completed | May 3, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69f7c868bdfc8190a13379363d01568d |
completed | May 3, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c9732d188190a8a7151d21e0a310 |
completed | May 3, 2026, 10:17 p.m. |
| PD | Predicate disambiguation | batch_69dd464b1ab48190ae50bfc902bf6ef7 |
completed | April 13, 2026, 7:38 p.m. |
Created at: April 9, 2026, 10:15 p.m.