Triple
T18724477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Language Models are Few-Shot Learners |
E457860
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Christopher Hesse |
—
|
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: Christopher Hesse | Statement: [Language Models are Few-Shot Learners, author, Christopher Hesse]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Christopher Hesse Context triple: [Language Models are Few-Shot Learners, author, Christopher Hesse]
-
A.
Christopher Hesse
chosen
Christopher Hesse is a computer scientist and machine learning researcher known for his work at OpenAI, including co-authoring influential papers on large language models.
-
B.
Alex Hesse
Alex Hesse is a fictional scientist character, best known as the male pregnancy test subject played by Arnold Schwarzenegger in the 1994 comedy film "Junior."
-
C.
Michael Hess
Michael Hess was an Irish-born man forcibly adopted as a child who later became a prominent Republican lawyer and official in the United States, and whose life story is central to the book and film "Philomena."
-
D.
Christopher Shea
Christopher Shea was an American child actor best known for voicing Linus van Pelt in several classic Peanuts animated television specials.
-
E.
Andy Hess
Andy Hess is an American bass guitarist best known for his work with rock bands such as The Black Crowes and Gov't Mule.
- 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_69d8d393ba9c8190a8b03b04ddbb0a09 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e56d72d2c4819080b0d31860976b5e |
completed | April 20, 2026, 12:04 a.m. |
Created at: April 10, 2026, 11:50 a.m.