Pith Number

pith:GDMHP6XA

pith:2024:GDMHP6XARS7BXZKKHEBKRIK7M5

not attested not anchored not stored refs pending

AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents

Ashish Sabharwal, Edward Li, Harsh Trivedi, Mareike Hartmann, Niranjan Balasubramanian, Ruskin Manku, Shashank Gupta, Tushar Khot, Vinty Dong

arxiv:2407.18901 v1 · 2024-07-26 · cs.SE · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GDMHP6XARS7BXZKKHEBKRIK7M5}

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

35 papers in Pith

Metis: Bridging Text and Code Memory for Self-Evolving Agents

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents

CFAgentBench: A Reproducible Environment and Benchmark for Autonomous Construction-Finance Agents

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

Keep Policy Gradient in Charge: Sibling-Guided Credit Distillation for Long-Horizon Tool-Use Agents

Receipt and verification

First computed	2026-07-05T08:48:56.156204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30d877fae08cbe1be54a3902a8a15f67566db1d9907144b3a0cf79f178865de6

Aliases

arxiv: 2407.18901 · arxiv_version: 2407.18901v1 · doi: 10.48550/arxiv.2407.18901 · pith_short_12: GDMHP6XARS7B · pith_short_16: GDMHP6XARS7BXZKK · pith_short_8: GDMHP6XA

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/GDMHP6XARS7BXZKKHEBKRIK7M5 \
  | 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: 30d877fae08cbe1be54a3902a8a15f67566db1d9907144b3a0cf79f178865de6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e69a0c6895ccbe0c087476c359126d5d4373927955078852f432870dcbcd368c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-07-26T17:55:45Z",
    "title_canon_sha256": "ae77e3b4fe1e1b7cc7f613eb97ba22463cecbc6f91613e5b7cdd6b161978500d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18901",
    "kind": "arxiv",
    "version": 1
  }
}