Pith Number

pith:FYSYJ27G

pith:2026:FYSYJ27GPTXUPEFH54SSI3YAIP

not attested not anchored not stored refs pending

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games

Bo Han, Chenxi Liu, Jialin Li, Junchi Yu, Kun Zhang, Philip Torr, Xiangchen Song, Yongqiang Chen, Zhenhao Chen, Zijian Li

arxiv:2607.04293 v1 · 2026-07-05 · cs.CL · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FYSYJ27GPTXUPEFH54SSI3YAIP}

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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

CausalDS: Benchmarking Causal Reasoning in Data-Science Agents

Receipt and verification

First computed	2026-07-07T02:19:07.352739Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e2584ebe67cef4790a7ef25246f0043cfa66836e606d0b6da2df777bda3bf3a

Aliases

arxiv: 2607.04293 · arxiv_version: 2607.04293v1 · doi: 10.48550/arxiv.2607.04293 · pith_short_12: FYSYJ27GPTXU · pith_short_16: FYSYJ27GPTXUPEFH · pith_short_8: FYSYJ27G

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/FYSYJ27GPTXUPEFH54SSI3YAIP \
  | 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: 2e2584ebe67cef4790a7ef25246f0043cfa66836e606d0b6da2df777bda3bf3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "220491876ec96637fca11ad698e6a138b01b20b144a23c0869ddf65c819af3cf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-05T13:08:51Z",
    "title_canon_sha256": "b3d0983e8470d8b0113a5d3ee3ba4d2d1278276d6d4e0bc7b9a5e0cb0ffdf6e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.04293",
    "kind": "arxiv",
    "version": 1
  }
}