Triple
T13802233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BioShock franchise |
E331668
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
2K Marin
2K Marin was an American video game development studio best known for its work on the critically acclaimed BioShock series and other narrative-driven action titles.
|
E1062239
|
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: 2K Marin | Statement: [BioShock franchise, developer, 2K Marin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2K Marin Context triple: [BioShock franchise, developer, 2K Marin]
-
A.
2K Games
2K Games is a major American video game publisher known for franchises such as NBA 2K, BioShock, Borderlands, and Civilization.
-
B.
2K
2K is a major American video game publisher best known for its popular sports and action game franchises, including the NBA 2K series.
-
C.
2K Play
2K Play is a publishing label of 2K focused on casual, family-friendly, and licensed video games.
-
D.
Mad Catz
Mad Catz is a gaming peripherals company best known for producing controllers, fight sticks, and other accessories for consoles and PCs.
-
E.
Blizzard Seoul
Blizzard Seoul is the South Korean branch of Blizzard Entertainment, overseeing the company’s operations, localization, and esports initiatives in the Korean market.
- 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: 2K Marin Triple: [BioShock franchise, developer, 2K Marin]
Generated description
2K Marin was an American video game development studio best known for its work on the critically acclaimed BioShock series and other narrative-driven action titles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2K Marin Target entity description: 2K Marin was an American video game development studio best known for its work on the critically acclaimed BioShock series and other narrative-driven action titles.
-
A.
2K Games
2K Games is a major American video game publisher known for franchises such as NBA 2K, BioShock, Borderlands, and Civilization.
-
B.
2K
2K is a major American video game publisher best known for its popular sports and action game franchises, including the NBA 2K series.
-
C.
2K Play
2K Play is a publishing label of 2K focused on casual, family-friendly, and licensed video games.
-
D.
Mad Catz
Mad Catz is a gaming peripherals company best known for producing controllers, fight sticks, and other accessories for consoles and PCs.
-
E.
Blizzard Seoul
Blizzard Seoul is the South Korean branch of Blizzard Entertainment, overseeing the company’s operations, localization, and esports initiatives in the Korean market.
- 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_69d81c59f8808190a851bc56afdc55e9 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de025ded6c8190851c108ae559a355 |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b08bd7c48190bcdf110ccd27c003 |
completed | May 3, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69f7b25c9e5881909d526b38096d6446 |
completed | May 3, 2026, 8:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b2f1b3848190bc30537d5092ee07 |
completed | May 3, 2026, 8:41 p.m. |
Created at: April 9, 2026, 10:12 p.m.