Triple
T4651204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Language Models are Few-Shot Learners |
E102297
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Clemens Winter |
E457866
|
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: Clemens Winter | Statement: [Language Models are Few-Shot Learners, author, Clemens Winter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clemens Winter Context triple: [Language Models are Few-Shot Learners, author, Clemens Winter]
-
A.
Clemens Winter
chosen
Clemens Winter is a researcher and co-author known for collaborating with Tom B. Brown on work in artificial intelligence and machine learning.
-
B.
Franz Schilling
Franz Schilling was a Nazi physician prosecuted in the post–World War II Doctors' Trial for his involvement in unethical and criminal medical experiments.
-
C.
Max Dudler
Max Dudler is a Swiss-born architect known for his minimalist, rigorously geometric designs that blend modernism with classical proportions, particularly in cultural and institutional buildings across Europe.
-
D.
Karl Pfirsch
Karl Pfirsch was a German industrialist who stood as a defendant in the Nuremberg Military Tribunal’s Case X for his involvement in Nazi-era economic activities.
-
E.
Kurt Diemberger
Kurt Diemberger is an Austrian mountaineer and filmmaker renowned as one of the few climbers to have made first ascents on two 8,000-meter peaks.
- 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.