Triple
T10293341
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Need for Speed |
E241418
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Ghost Games
Ghost Games is a Swedish video game development studio best known for leading several modern entries in the Need for Speed racing franchise.
|
E855863
|
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: Ghost Games | Statement: [Need for Speed, developer, Ghost Games]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghost Games Context triple: [Need for Speed, developer, Ghost Games]
-
A.
Mindgames
Mindgames is a jazz album by saxophonist Greg Osby that showcases his innovative, cerebral approach to contemporary jazz composition and improvisation.
-
B.
Alva Games
Alva Games is an annual gaming event held in Alva that features video game competitions, community activities, and entertainment for gaming enthusiasts.
-
C.
Dream Game Studios
Dream Game Studios is a gaming-focused division of Dream Sports that develops and publishes interactive sports and fantasy gaming experiences.
-
D.
Alpha Games
Alpha Games is a studio album by the British indie rock band Bloc Party, known for its energetic sound and return to the band's post-punk roots.
-
E.
Undead Labs
Undead Labs is an American video game developer best known for creating the zombie survival series State of Decay.
- 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: Ghost Games Triple: [Need for Speed, developer, Ghost Games]
Generated description
Ghost Games is a Swedish video game development studio best known for leading several modern entries in the Need for Speed racing franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghost Games Target entity description: Ghost Games is a Swedish video game development studio best known for leading several modern entries in the Need for Speed racing franchise.
-
A.
Mindgames
Mindgames is a jazz album by saxophonist Greg Osby that showcases his innovative, cerebral approach to contemporary jazz composition and improvisation.
-
B.
Alva Games
Alva Games is an annual gaming event held in Alva that features video game competitions, community activities, and entertainment for gaming enthusiasts.
-
C.
Dream Game Studios
Dream Game Studios is a gaming-focused division of Dream Sports that develops and publishes interactive sports and fantasy gaming experiences.
-
D.
Alpha Games
Alpha Games is a studio album by the British indie rock band Bloc Party, known for its energetic sound and return to the band's post-punk roots.
-
E.
Undead Labs
Undead Labs is an American video game developer best known for creating the zombie survival series State of Decay.
- 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.