Pith Number

pith:I5UHXSDQ

pith:2025:I5UHXSDQIR3Z5OPSPMBISBFRGL

not attested not anchored not stored refs pending

Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs

Angsheng Li, Li Du, Tengfei Pan, Xiaoyan Yu, Yifan Wei

arxiv:2505.07184 v1 · 2025-05-12 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I5UHXSDQIR3Z5OPSPMBISBFRGL}

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

1 paper in Pith

AutoTIR: Autonomous Tools Integrated Reasoning via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:01:43.944221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47687bc87044779eb9f27b028904b132e12d9f5f07b50848515232c2adf322e1

Aliases

arxiv: 2505.07184 · arxiv_version: 2505.07184v1 · doi: 10.48550/arxiv.2505.07184 · pith_short_12: I5UHXSDQIR3Z · pith_short_16: I5UHXSDQIR3Z5OPS · pith_short_8: I5UHXSDQ

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/I5UHXSDQIR3Z5OPSPMBISBFRGL \
  | 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: 47687bc87044779eb9f27b028904b132e12d9f5f07b50848515232c2adf322e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b6f2938d17994e756f7e57c3d146f8a9abb5655e070945887a6aeb76fbbbee0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-12T02:21:36Z",
    "title_canon_sha256": "581991591c229cbb3a832f2a3bafa81a66fe4bdd4d238e6712c2aaaed52ae25d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07184",
    "kind": "arxiv",
    "version": 1
  }
}