Pith Number

pith:MAPGVAR6

pith:2026:MAPGVAR64ZVAGE35BRPM6KGQ7I

not attested not anchored not stored refs pending

HyperFL: Query-Adaptive Representation Learning for Software Fault Localization

Shuai Shao, Tingting Yu, Yiming Zeng, Yu Zhao

arxiv:2608.02967 v1 · 2026-08-04 · 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{MAPGVAR64ZVAGE35BRPM6KGQ7I}

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	2026-08-05T00:44:17.148673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

601e6a823ee66a03137d0c5ecf28d0fa0691c4fb695fdf906cd53e88b333eaaf

Aliases

arxiv: 2608.02967 · arxiv_version: 2608.02967v1 · doi: 10.48550/arxiv.2608.02967 · pith_short_12: MAPGVAR64ZVA · pith_short_16: MAPGVAR64ZVAGE35 · pith_short_8: MAPGVAR6

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/MAPGVAR64ZVAGE35BRPM6KGQ7I \
  | 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: 601e6a823ee66a03137d0c5ecf28d0fa0691c4fb695fdf906cd53e88b333eaaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93a936fb5bf795f1c086709c59ef82e58f2af091d5b6ed4071073412b2081717",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-08-04T00:00:46Z",
    "title_canon_sha256": "9594d761fca918d3623a41136655897bd269ae2af21796819a6a1000113157d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.02967",
    "kind": "arxiv",
    "version": 1
  }
}