Triple
T4651208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Language Models are Few-Shot Learners |
E102297
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Mateusz Litwin |
E457868
|
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: Mateusz Litwin | Statement: [Language Models are Few-Shot Learners, author, Mateusz Litwin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mateusz Litwin Context triple: [Language Models are Few-Shot Learners, author, Mateusz Litwin]
-
A.
Mateusz Litwin
chosen
Mateusz Litwin is a researcher known for co-authoring influential work in large-scale machine learning and language models alongside Tom B. Brown.
-
B.
Mateusz Dróżdż
Mateusz Dróżdż is a Polish football executive best known for serving as chairman of the historic club Widzew Łódź.
-
C.
Radosław Majdan
Radosław Majdan is a retired Polish goalkeeper and media personality who played for clubs including Pogoń Szczecin and represented Poland at international level.
-
D.
Kamil Myśliwiec
Kamil Myśliwiec is a Polish software engineer and entrepreneur best known as the founder and lead maintainer of the NestJS framework for building scalable server-side applications in Node.js.
-
E.
Tomasz Arciszewski
Tomasz Arciszewski was a Polish socialist politician and statesman who served as prime minister of the Polish government-in-exile during World War II.
- 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_69bd43d71a308190afea7280841b0de8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd630343f88190954d19fcd18a5864 |
completed | March 20, 2026, 3:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be0374967c8190b77bcd3ea1c4d59d |
completed | March 21, 2026, 2:33 a.m. |
Created at: March 20, 2026, 1:14 p.m.