Triple
T22444999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Odin |
E554841
|
entity |
| Predicate | paradigm |
P480
|
FINISHED |
| Object |
data-oriented design
Data-oriented design is a programming and architectural approach that focuses on organizing and transforming data for optimal performance, memory access patterns, and cache efficiency rather than centering on objects or abstractions.
|
E1537627
|
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: data-oriented design | Statement: [Odin, paradigm, data-oriented design]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: data-oriented design Context triple: [Odin, paradigm, data-oriented design]
-
A.
Object Data Manager (ODM)
Object Data Manager (ODM) is IBM AIX’s low-level database-like system for storing and managing configuration and system object information.
-
B.
“Macroscopic Data Structure Analysis and Optimization”
“Macroscopic Data Structure Analysis and Optimization” is Chris Lattner’s PhD thesis, in which he develops compiler techniques to analyze and optimize large-scale data structure usage for improved program performance.
-
C.
object-oriented software construction
Object-oriented Software Construction is a foundational book by Bertrand Meyer that systematically presents the principles, methods, and best practices of object-oriented software engineering.
-
D.
The System of Objects
The System of Objects is a seminal 1968 work of critical theory by Jean Baudrillard that analyzes consumer goods as signs within a broader system of social meaning and everyday life.
-
E.
OOA
OOA is the IATA airport code for Oskaloosa Municipal Airport, a public airport serving Oskaloosa, Iowa, in the United States.
- 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: data-oriented design Triple: [Odin, paradigm, data-oriented design]
Generated description
Data-oriented design is a programming and architectural approach that focuses on organizing and transforming data for optimal performance, memory access patterns, and cache efficiency rather than centering on objects or abstractions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: data-oriented design Target entity description: Data-oriented design is a programming and architectural approach that focuses on organizing and transforming data for optimal performance, memory access patterns, and cache efficiency rather than centering on objects or abstractions.
-
A.
Object Data Manager (ODM)
Object Data Manager (ODM) is IBM AIX’s low-level database-like system for storing and managing configuration and system object information.
-
B.
“Macroscopic Data Structure Analysis and Optimization”
“Macroscopic Data Structure Analysis and Optimization” is Chris Lattner’s PhD thesis, in which he develops compiler techniques to analyze and optimize large-scale data structure usage for improved program performance.
-
C.
object-oriented software construction
Object-oriented Software Construction is a foundational book by Bertrand Meyer that systematically presents the principles, methods, and best practices of object-oriented software engineering.
-
D.
The System of Objects
The System of Objects is a seminal 1968 work of critical theory by Jean Baudrillard that analyzes consumer goods as signs within a broader system of social meaning and everyday life.
-
E.
OOA
OOA is the IATA airport code for Oskaloosa Municipal Airport, a public airport serving Oskaloosa, Iowa, in the United States.
- 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_69e11e5113208190ab58c6b595f9d1d0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b46e8ac8190bfa8c611ffcba822 |
completed | April 29, 2026, 1:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b0c74318081909fe8f6b794b6ce83 |
completed | May 18, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0b0d6d5b0c8190a96b3d556ccf5aee |
completed | May 18, 2026, 1 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b0e2082a88190b0c203cb933276dd |
completed | May 18, 2026, 1:03 p.m. |
Created at: April 16, 2026, 8:47 p.m.