Triple
T2825658
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ABC programming language |
E54912
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object | Leo Geurts |
E54912
|
NE FINISHED |
How this triple was built (2 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: Leo Geurts | Statement: [ABC programming language, developer, Leo Geurts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leo Geurts Context triple: [ABC programming language, developer, Leo Geurts]
-
A.
Leo Geurts
chosen
Leo Geurts was a Dutch computer scientist known for co-developing the ABC programming language, an influential precursor to Python.
-
B.
Geert Bourgeois
Geert Bourgeois is a Belgian Flemish nationalist politician and former Minister-President of Flanders, known as a founding figure and key leader of the New Flemish Alliance (N-VA).
-
C.
Bart van der Leck
Bart van der Leck was a Dutch painter and designer associated with early abstraction, best known as a co-founder of the De Stijl movement alongside artists like Piet Mondrian.
-
D.
Roel van Velzen
Roel van Velzen is a Dutch singer-songwriter, musician, and television personality best known as the frontman of the pop-rock band VanVelzen and as a coach on The Voice of Holland.
-
E.
Barend Biesheuvel
Barend Biesheuvel was a Dutch politician of the Anti-Revolutionary Party who served as Prime Minister of the Netherlands from 1971 to 1973.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde925e688190bb390d3182f8c4f0 |
completed | March 7, 2026, 8:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8b751308190a7c6a670a245d97f |
completed | March 10, 2026, 9:47 a.m. |
Created at: March 6, 2026, 9:59 p.m.