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.