Triple
T8157616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO/IEC 30170 |
E190490
|
entity |
| Predicate | primaryAuthorOfLanguage |
P38177
|
FINISHED |
| Object | Yukihiro Matsumoto |
E51015
|
NE FINISHED |
How this triple was built (3 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: Yukihiro Matsumoto | Statement: [ISO/IEC 30170, primaryAuthorOfLanguage, Yukihiro Matsumoto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yukihiro Matsumoto Context triple: [ISO/IEC 30170, primaryAuthorOfLanguage, Yukihiro Matsumoto]
-
A.
Yukihiro Matsumoto
chosen
Yukihiro Matsumoto is a Japanese software engineer best known as the creator of the Ruby programming language and a prominent figure in the free software community.
-
B.
Ray Duquette
Ray Duquette is a central character in the 1998 neo-noir thriller film "Wild Things," known as a manipulative and morally ambiguous police officer entangled in a complex web of deceit and betrayal.
-
C.
Charles Nutter
Charles Nutter is a software engineer best known as a co-creator and lead developer of JRuby, the Ruby implementation on the Java Virtual Machine.
-
D.
David Heinemeier Hansson
David Heinemeier Hansson is a Danish programmer, entrepreneur, and author best known as the creator of the Ruby on Rails web framework and co-founder of the software company Basecamp.
-
E.
Dan Ingalls
Dan Ingalls is an American computer scientist best known as a principal architect of the Smalltalk programming language and a pioneer of object-oriented programming and graphical user interfaces.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryAuthorOfLanguage Context triple: [ISO/IEC 30170, primaryAuthorOfLanguage, Yukihiro Matsumoto]
-
A.
languageAuthor
chosen
Indicates that an entity is the creator or originator of a particular language.
-
B.
originalLanguageAuthor
Indicates that an author created a work in a particular original language.
-
C.
primaryLanguageOf
Indicates that a specified language is the main or official language used by a particular entity (such as a person, organization, or region).
-
D.
notableAuthorInLanguage
Indicates that a person is a particularly prominent or distinguished author who writes in the specified language.
-
E.
isLanguageOf
Indicates that a particular language is used as the official or primary language associated with a given entity (such as a person, document, or region).
- F. None of above.
Provenance (4 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_69ca82bfeb6481909d07b91b5cf69f59 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb44da14a481909f8d3277762b0e75 |
completed | March 31, 2026, 3:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf18c30c8190bdd98c4f0c2d28ea |
completed | April 1, 2026, 6:45 a.m. |
| PD | Predicate disambiguation | batch_69cb36a0847c8190af9038aef78319b3 |
completed | March 31, 2026, 2:51 a.m. |
Created at: March 30, 2026, 5:37 p.m.