Triple
T575048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Java |
E13745
|
entity |
| Predicate | designedBy |
P184
|
FINISHED |
| Object |
James Gosling
James Gosling is a Canadian computer scientist best known as the creator of the Java programming language.
|
E73444
|
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: James Gosling | Statement: [Java, designedBy, James Gosling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Gosling Context triple: [Java, designedBy, James Gosling]
-
A.
Anders Hejlsberg
Anders Hejlsberg is a Danish software engineer best known for designing influential programming languages and development tools, including Turbo Pascal, Delphi, and later leading the design of C# and TypeScript at Microsoft.
-
B.
Bill Joy
Bill Joy is an American computer scientist and software engineer best known as a co-founder of Sun Microsystems and a key developer of the Unix-based BSD operating system and the vi text editor.
-
C.
Andy Bechtolsheim
Andy Bechtolsheim is a German-born electrical engineer, entrepreneur, and billionaire best known as a co-founder of Sun Microsystems and an early investor in Google.
-
D.
Leonard Bosack
Leonard Bosack is an American computer engineer and entrepreneur best known as the co-founder of Cisco Systems, a pioneering company in computer networking and internet infrastructure.
-
E.
Scott McNealy
Scott McNealy is an American businessman and co-founder of Sun Microsystems, known for his outspoken leadership in the tech industry and advocacy of open systems.
- 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: James Gosling Triple: [Java, designedBy, James Gosling]
Generated description
James Gosling is a Canadian computer scientist best known as the creator of the Java programming language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Gosling Target entity description: James Gosling is a Canadian computer scientist best known as the creator of the Java programming language.
-
A.
Anders Hejlsberg
Anders Hejlsberg is a Danish software engineer best known for designing influential programming languages and development tools, including Turbo Pascal, Delphi, and later leading the design of C# and TypeScript at Microsoft.
-
B.
Bill Joy
Bill Joy is an American computer scientist and software engineer best known as a co-founder of Sun Microsystems and a key developer of the Unix-based BSD operating system and the vi text editor.
-
C.
Andy Bechtolsheim
Andy Bechtolsheim is a German-born electrical engineer, entrepreneur, and billionaire best known as a co-founder of Sun Microsystems and an early investor in Google.
-
D.
Leonard Bosack
Leonard Bosack is an American computer engineer and entrepreneur best known as the co-founder of Cisco Systems, a pioneering company in computer networking and internet infrastructure.
-
E.
Scott McNealy
Scott McNealy is an American businessman and co-founder of Sun Microsystems, known for his outspoken leadership in the tech industry and advocacy of open systems.
- 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_69a4933fa4d88190a7949cc83c08c5c1 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49b4c23548190a3b883239c7c78c8 |
completed | March 1, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a510380e048190b2f8f08abf07a594 |
completed | March 2, 2026, 4:21 a.m. |
| NEDg | Description generation | batch_69a510af351c8190aa40f108595bc47a |
completed | March 2, 2026, 4:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a511302c34819085eb7e180ccb1a61 |
completed | March 2, 2026, 4:25 a.m. |
Created at: March 1, 2026, 7:33 p.m.