Triple
T18222231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | randomForest |
E436333
|
entity |
| Predicate | maintainer |
P2962
|
FINISHED |
| Object | Andy Liaw |
—
|
NE NERFINISHED |
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: Andy Liaw | Statement: [randomForest, maintainer, Andy Liaw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andy Liaw Context triple: [randomForest, maintainer, Andy Liaw]
-
A.
Andy Liaw
chosen
Andy Liaw is a statistician and R developer best known for his contributions to the randomForest package and work in applied statistical computing.
-
B.
Michael Lee-Chin
Michael Lee-Chin is a Jamaican-Canadian billionaire businessman and philanthropist best known for his investments in financial services and his major donations to cultural and educational institutions.
-
C.
Russell Wong
Russell Wong is an American actor and martial artist best known for his roles in action films and television series, often portraying skilled fighters or law enforcement characters.
-
D.
Tony Balkissoon
Tony Balkissoon is a Canadian-American lawyer known in part for his marriage to journalist and attorney Laura Jarrett, daughter of former Obama advisor Valerie Jarrett.
-
E.
Adrian Chan
Adrian Chan is a music producer known for his work with the artist U87.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.