Triple
T13802132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Theft Auto franchise |
E331666
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
DMA Design
DMA Design was a Scottish video game development studio best known as the original creator of the Grand Theft Auto series.
|
E1062234
|
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: DMA Design | Statement: [Grand Theft Auto franchise, developer, DMA Design]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DMA Design Context triple: [Grand Theft Auto franchise, developer, DMA Design]
-
A.
DMA
DMA (Direct Memory Access) is a computer feature that allows hardware devices to transfer data directly to and from system memory without continuous CPU involvement, improving performance and efficiency.
-
B.
DMA
DMA is the IATA airport code for Davis-Monthan Air Force Base, a major U.S. Air Force installation near Tucson, Arizona.
-
C.
AMBA
AMBA (the Association of MBAs) is a leading international accreditation body that evaluates and endorses the quality of postgraduate business education programs worldwide.
-
D.
Harvard architecture
Harvard architecture is a computer architecture design that uses separate memory and signal pathways for instructions and data, enabling simultaneous access and often improved performance over unified-memory designs.
-
E.
I/O Memory Management Unit
An I/O Memory Management Unit (IOMMU) is a hardware component that maps device-visible virtual addresses to physical memory addresses, enabling secure and efficient direct memory access (DMA) and device isolation.
- 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: DMA Design Triple: [Grand Theft Auto franchise, developer, DMA Design]
Generated description
DMA Design was a Scottish video game development studio best known as the original creator of the Grand Theft Auto series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DMA Design Target entity description: DMA Design was a Scottish video game development studio best known as the original creator of the Grand Theft Auto series.
-
A.
DMA
DMA (Direct Memory Access) is a computer feature that allows hardware devices to transfer data directly to and from system memory without continuous CPU involvement, improving performance and efficiency.
-
B.
DMA
DMA is the IATA airport code for Davis-Monthan Air Force Base, a major U.S. Air Force installation near Tucson, Arizona.
-
C.
AMBA
AMBA (the Association of MBAs) is a leading international accreditation body that evaluates and endorses the quality of postgraduate business education programs worldwide.
-
D.
Harvard architecture
Harvard architecture is a computer architecture design that uses separate memory and signal pathways for instructions and data, enabling simultaneous access and often improved performance over unified-memory designs.
-
E.
I/O Memory Management Unit
An I/O Memory Management Unit (IOMMU) is a hardware component that maps device-visible virtual addresses to physical memory addresses, enabling secure and efficient direct memory access (DMA) and device isolation.
- 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.