Triple
T12190503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rovio Entertainment |
E290448
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Niklas Hed
Niklas Hed is a Finnish entrepreneur best known as a co-founder of Rovio Entertainment, the company behind the hit mobile game franchise Angry Birds.
|
E969783
|
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: Niklas Hed | Statement: [Rovio Entertainment, foundedBy, Niklas Hed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niklas Hed Context triple: [Rovio Entertainment, foundedBy, Niklas Hed]
-
A.
Niklas Andersson
Niklas Andersson is a Swedish former professional ice hockey forward known for his successful career in the Swedish Hockey League and his standout performances with Malmö Redhawks.
-
B.
Niklas Thor
Niklas Thor is a Swedish former professional footballer known for his career in the Allsvenskan and for having been married to politician Ebba Busch.
-
C.
Niklas Sundström
Niklas Sundström is a Swedish former professional ice hockey forward who played in the NHL and represented Sweden internationally, known for his strong two-way play.
-
D.
Niclas Sahlgren
Niclas Sahlgren was an 18th-century Swedish merchant and philanthropist whose significant charitable contributions to healthcare and education led to major institutions, including Sahlgrenska University Hospital, bearing his name.
-
E.
Andreas Nilsson
Andreas Nilsson is a Swedish film and music video director known for his surreal, darkly humorous visual style in videos for prominent international artists.
- 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: Niklas Hed Triple: [Rovio Entertainment, foundedBy, Niklas Hed]
Generated description
Niklas Hed is a Finnish entrepreneur best known as a co-founder of Rovio Entertainment, the company behind the hit mobile game franchise Angry Birds.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Niklas Hed Target entity description: Niklas Hed is a Finnish entrepreneur best known as a co-founder of Rovio Entertainment, the company behind the hit mobile game franchise Angry Birds.
-
A.
Niklas Andersson
Niklas Andersson is a Swedish former professional ice hockey forward known for his successful career in the Swedish Hockey League and his standout performances with Malmö Redhawks.
-
B.
Niklas Thor
Niklas Thor is a Swedish former professional footballer known for his career in the Allsvenskan and for having been married to politician Ebba Busch.
-
C.
Niklas Sundström
Niklas Sundström is a Swedish former professional ice hockey forward who played in the NHL and represented Sweden internationally, known for his strong two-way play.
-
D.
Niclas Sahlgren
Niclas Sahlgren was an 18th-century Swedish merchant and philanthropist whose significant charitable contributions to healthcare and education led to major institutions, including Sahlgrenska University Hospital, bearing his name.
-
E.
Andreas Nilsson
Andreas Nilsson is a Swedish film and music video director known for his surreal, darkly humorous visual style in videos for prominent international artists.
- 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_69d6ab64de5881908d56eb7a75c6cc69 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91c5340248190b79379423f3a3ca1 |
completed | April 10, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a8d24508190b0a60ca76d775b1e |
completed | May 2, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_69f60c9276d0819086b5f7712fe8d6e6 |
completed | May 2, 2026, 2:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60d4c30448190874f253b864ef61e |
completed | May 2, 2026, 2:42 p.m. |
Created at: April 8, 2026, 9:50 p.m.