Pith Number

pith:HJ5HEY4F

pith:2024:HJ5HEY4FFQTP3YCR7YH5ASKZPC

not attested not anchored not stored refs pending

LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation

Alice Oh, Dongkwan Kim, Eunsu Kim, Juyoung Suk, Niklas Muennighoff, Seungone Kim

arxiv:2412.10424 v3 · 2024-12-10 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HJ5HEY4FFQTP3YCR7YH5ASKZPC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Dual Hierarchical Dialogue Policy Learning for Legal Inquisitive Conversational Agents

How can LLMs Support Policy Researchers? Evaluating an LLM-Assisted Workflow for Large-Scale Unstructured Data

Receipt and verification

First computed	2026-07-05T11:13:16.875024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a7a7263852c26fde051fe0fd04959789691e1ee524f1721c7f1f4de2b60c9c7

Aliases

arxiv: 2412.10424 · arxiv_version: 2412.10424v3 · doi: 10.48550/arxiv.2412.10424 · pith_short_12: HJ5HEY4FFQTP · pith_short_16: HJ5HEY4FFQTP3YCR · pith_short_8: HJ5HEY4F

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/HJ5HEY4FFQTP3YCR7YH5ASKZPC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 3a7a7263852c26fde051fe0fd04959789691e1ee524f1721c7f1f4de2b60c9c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d265b445b7804c8b948f20be178b5c9ef3159ff33d297e5e38eb3ba9da344cc1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-10T15:00:32Z",
    "title_canon_sha256": "b20a7ad9badd77e7b83026e0e53ed5800b1cae078c5cd50d3334dabf30cd6883"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10424",
    "kind": "arxiv",
    "version": 3
  }
}