Triple
T18222303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | lme4 |
E436334
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | Martin Maechler |
—
|
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: Martin Maechler | Statement: [lme4, hasAuthor, Martin Maechler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Maechler Context triple: [lme4, hasAuthor, Martin Maechler]
-
A.
Ross Ihaka
Ross Ihaka is a New Zealand statistician best known as one of the original creators of the R programming language.
-
B.
Hadley Wickham
Hadley Wickham is a prominent statistician and software developer best known for creating many of the core R packages in the tidyverse, which have transformed data analysis and visualization in R.
-
C.
Wolfgang Huber
Wolfgang Huber is a prominent German Lutheran theologian and former bishop known for his influential work in Protestant ethics and leadership in the Evangelical Church in Germany.
-
D.
Jens Meurer
Jens Meurer is a German film producer and documentary filmmaker known for his work on international arthouse and historical dramas.
-
E.
Johannes Eisermann
Johannes Eisermann is a scholar known for his professorship at the European University Viadrina in Frankfurt (Oder), where he has made notable academic contributions.
- 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: Martin Maechler Target entity description: Martin Maechler is a Swiss statistician and software developer known for his significant contributions to the R programming language and statistical computing.
-
A.
Ross Ihaka
Ross Ihaka is a New Zealand statistician best known as one of the original creators of the R programming language.
-
B.
Hadley Wickham
Hadley Wickham is a prominent statistician and software developer best known for creating many of the core R packages in the tidyverse, which have transformed data analysis and visualization in R.
-
C.
Wolfgang Huber
Wolfgang Huber is a prominent German Lutheran theologian and former bishop known for his influential work in Protestant ethics and leadership in the Evangelical Church in Germany.
-
D.
Jens Meurer
Jens Meurer is a German film producer and documentary filmmaker known for his work on international arthouse and historical dramas.
-
E.
Johannes Eisermann
Johannes Eisermann is a scholar known for his professorship at the European University Viadrina in Frankfurt (Oder), where he has made notable academic contributions.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e47c85108190bd9707b40bdfdb38 |
completed | April 19, 2026, 2:19 p.m. |
Created at: April 10, 2026, 10:32 a.m.