Pith Number

pith:JYGKGUR2

pith:2025:JYGKGUR27SDHCDO6DFANU67IAL

not attested not anchored not stored refs pending

From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents

Georg Groh, Hinrich Sch\"utze, Tobias Lindenbauer

arxiv:2505.23422 v1 · 2025-05-29 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JYGKGUR27SDHCDO6DFANU67IAL}

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.

Receipt and verification

First computed	2026-07-05T11:12:01.533883Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e0ca3523afc86710dde1940da7be802e90409313c69c07acec0fb231527596a

Aliases

arxiv: 2505.23422 · arxiv_version: 2505.23422v1 · doi: 10.48550/arxiv.2505.23422 · pith_short_12: JYGKGUR27SDH · pith_short_16: JYGKGUR27SDHCDO6 · pith_short_8: JYGKGUR2

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/JYGKGUR27SDHCDO6DFANU67IAL \
  | 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: 4e0ca3523afc86710dde1940da7be802e90409313c69c07acec0fb231527596a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84095a339ceaf39c91484cc77812fb672d4aa261db72f63ebf90c007ee814f23",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-05-29T13:19:29Z",
    "title_canon_sha256": "b11260bf077745935f7b54dbec7603c4209942322fe3572ab4dde3825da1487c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23422",
    "kind": "arxiv",
    "version": 1
  }
}