Pith Number

pith:SWV7N6AL

pith:2024:SWV7N6ALZOQJSBEMX7YZJ47QEC

not attested not anchored not stored refs pending

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents

Bingxiang He, Cheng Qian, Jia Deng, Jie Zhou, Maosong Sun, Xin Cong, Yankai Lin, Yujia Qin, Zhiyuan Liu, Zhong Zhang, Zhong Zhuang

arxiv:2402.09205 v2 · 2024-02-14 · cs.CL · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SWV7N6ALZOQJSBEMX7YZJ47QEC}

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

4 papers in Pith

SENTINEL: Failure-Driven Reinforcement Learning for Training Tool-Using Language Model Agents

Learning to Ask: When LLM Agents Meet Unclear Instruction

Interactive Evaluation Requires a Design Science

ProactBench: Beyond What The User Asked For

Receipt and verification

First computed	2026-07-05T07:45:33.965453Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95abf6f80bcba099048cbff194f3f020867b142ba5b631abd2b6445f59e84fd1

Aliases

arxiv: 2402.09205 · arxiv_version: 2402.09205v2 · doi: 10.48550/arxiv.2402.09205 · pith_short_12: SWV7N6ALZOQJ · pith_short_16: SWV7N6ALZOQJSBEM · pith_short_8: SWV7N6AL

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/SWV7N6ALZOQJSBEMX7YZJ47QEC \
  | 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: 95abf6f80bcba099048cbff194f3f020867b142ba5b631abd2b6445f59e84fd1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33e301d0982ac3a4fb8870d9957edb88f7784b3a86fc59ee002e0d85fa90a4e7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-14T14:36:30Z",
    "title_canon_sha256": "d252bfaa3475483d038be1a5d7dd4a69d49161747a42d46ba4ffd9074b5f2f2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09205",
    "kind": "arxiv",
    "version": 2
  }
}