Triple
T10293340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Need for Speed |
E241418
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Criterion Games
Criterion Games is a British video game developer best known for creating the Burnout series and revitalizing the Need for Speed franchise with its high-octane racing titles.
|
E855862
|
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: Criterion Games | Statement: [Need for Speed, developer, Criterion Games]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Criterion Games Context triple: [Need for Speed, developer, Criterion Games]
-
A.
Bethesda Game Studios
Bethesda Game Studios is an American video game developer best known for creating large-scale open-world role-playing games such as The Elder Scrolls and Fallout series.
-
B.
Bethesda Softworks
Bethesda Softworks is a prominent American video game publisher and developer best known for franchises like The Elder Scrolls and Fallout.
-
C.
Midway Games
Midway Games was an American video game company best known for publishing and developing popular arcade and console titles such as the Mortal Kombat series.
-
D.
Take-Two Interactive
Take-Two Interactive is a major American video game publisher known for franchises like Grand Theft Auto, Red Dead Redemption, and NBA 2K.
-
E.
Tango Gameworks
Tango Gameworks is a Japanese video game development studio best known for creating the survival horror series The Evil Within and the action-adventure game Ghostwire: Tokyo.
- 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: Criterion Games Triple: [Need for Speed, developer, Criterion Games]
Generated description
Criterion Games is a British video game developer best known for creating the Burnout series and revitalizing the Need for Speed franchise with its high-octane racing titles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Criterion Games Target entity description: Criterion Games is a British video game developer best known for creating the Burnout series and revitalizing the Need for Speed franchise with its high-octane racing titles.
-
A.
Bethesda Game Studios
Bethesda Game Studios is an American video game developer best known for creating large-scale open-world role-playing games such as The Elder Scrolls and Fallout series.
-
B.
Bethesda Softworks
Bethesda Softworks is a prominent American video game publisher and developer best known for franchises like The Elder Scrolls and Fallout.
-
C.
Midway Games
Midway Games was an American video game company best known for publishing and developing popular arcade and console titles such as the Mortal Kombat series.
-
D.
Take-Two Interactive
Take-Two Interactive is a major American video game publisher known for franchises like Grand Theft Auto, Red Dead Redemption, and NBA 2K.
-
E.
Tango Gameworks
Tango Gameworks is a Japanese video game development studio best known for creating the survival horror series The Evil Within and the action-adventure game Ghostwire: Tokyo.
- 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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2d46fb08190b7694290692e47dc |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71d1c180481909ca9983e14cbb931 |
completed | April 9, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69d73182d7548190ac15093aa7001db7 |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7336c06308190ac72154134a26842 |
completed | April 9, 2026, 5:04 a.m. |
Created at: April 6, 2026, 11:42 a.m.