Triple
T17674745
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spec# |
E440617
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object | Rustan Leino |
—
|
NE NERFINISHED |
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: Rustan Leino | Statement: [Spec#, developer, Rustan Leino]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rustan Leino Context triple: [Spec#, developer, Rustan Leino]
-
A.
Kasimir Leino
Kasimir Leino was a Finnish writer, critic, and theatre director active in the late 19th and early 20th centuries.
-
B.
Heikki Tuuri
Heikki Tuuri is a Finnish software engineer and entrepreneur best known as the creator of the InnoDB storage engine and founder of the database company Innobase Oy.
-
C.
Ahti Heinla
Ahti Heinla is an Estonian computer programmer and entrepreneur best known as a co-founder of Skype and the robotics company Starship Technologies.
-
D.
Aarno Ruusuvuori
Aarno Ruusuvuori was a prominent Finnish modernist architect known for his bold use of concrete and minimalist forms in religious and public buildings.
-
E.
Paavo Lonkila
Paavo Lonkila was a Finnish cross-country skier who won multiple Olympic and World Championship medals in the early 1950s.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rustan Leino Target entity description: Rustan Leino is a computer scientist known for his work on program verification and for designing tools such as the Spec# programming system and the Dafny verification-aware language.
-
A.
Kasimir Leino
Kasimir Leino was a Finnish writer, critic, and theatre director active in the late 19th and early 20th centuries.
-
B.
Heikki Tuuri
Heikki Tuuri is a Finnish software engineer and entrepreneur best known as the creator of the InnoDB storage engine and founder of the database company Innobase Oy.
-
C.
Ahti Heinla
Ahti Heinla is an Estonian computer programmer and entrepreneur best known as a co-founder of Skype and the robotics company Starship Technologies.
-
D.
Aarno Ruusuvuori
Aarno Ruusuvuori was a prominent Finnish modernist architect known for his bold use of concrete and minimalist forms in religious and public buildings.
-
E.
Paavo Lonkila
Paavo Lonkila was a Finnish cross-country skier who won multiple Olympic and World Championship medals in the early 1950s.
- F. None of above. chosen
Provenance (2 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_69d8b9e87e18819087104a44dc4dc5b1 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6ba22081909e2099490c047378 |
completed | April 19, 2026, 6 a.m. |
Created at: April 10, 2026, 10 a.m.