Pith Number

pith:TFVFNBZM

pith:2025:TFVFNBZMK6H6LCNWEDOEXZUDDC

not attested not anchored not stored refs pending

How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond

Chen Huang, Jiancheng Lv, Jimmy Xiangji Huang, Tat-Seng Chua, Wenqiang Lei, Yang Deng

arxiv:2501.05714 v4 · 2025-01-10 · 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{TFVFNBZMK6H6LCNWEDOEXZUDDC}

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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

1 paper in Pith

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information

Receipt and verification

First computed	2026-07-05T11:07:18.860134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

996a56872c578fe589b620dc4be6831884c1be34a5e6860507bb3add3a84c065

Aliases

arxiv: 2501.05714 · arxiv_version: 2501.05714v4 · doi: 10.48550/arxiv.2501.05714 · pith_short_12: TFVFNBZMK6H6 · pith_short_16: TFVFNBZMK6H6LCNW · pith_short_8: TFVFNBZM

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/TFVFNBZMK6H6LCNWEDOEXZUDDC \
  | 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: 996a56872c578fe589b620dc4be6831884c1be34a5e6860507bb3add3a84c065

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efc3dac88264df91926d2b1a13d01eaa6b1b20117856c73c7f36c47a556ae4e1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-10T05:15:14Z",
    "title_canon_sha256": "6d5706439a2cb0902ca7ee2d99e0620698a51ebf0bb822d1c83e4054f21867e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05714",
    "kind": "arxiv",
    "version": 4
  }
}