Pith Number

pith:DDJCAKAS

pith:2012:DDJCAKAS3AE43KNCLIP4DPXPWM

not attested not anchored not stored refs pending

Near-optimal Nonmyopic Value of Information in Graphical Models

Andreas Krause, Carlos E. Guestrin

arxiv:1207.1394 v1 · 2012-07-04 · 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{DDJCAKAS3AE43KNCLIP4DPXPWM}

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

2 papers in Pith

MASS-DPO: Multi-negative Active Sample Selection for Direct Policy Optimization

A Hough transform approach to safety-aware scalar field mapping using Gaussian Processes

Receipt and verification

First computed	2026-05-18T03:51:37.373617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18d2202812d809cda9a25a1fc1beefb3347fb65a9b7cc3350d2e311adda0003d

Aliases

arxiv: 1207.1394 · arxiv_version: 1207.1394v1 · doi: 10.48550/arxiv.1207.1394 · pith_short_12: DDJCAKAS3AE4 · pith_short_16: DDJCAKAS3AE43KNC · pith_short_8: DDJCAKAS

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/DDJCAKAS3AE43KNCLIP4DPXPWM \
  | 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: 18d2202812d809cda9a25a1fc1beefb3347fb65a9b7cc3350d2e311adda0003d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30b53d1fd19a4b9b710199e45f5de56a19898b3b9c6e80b33b24ceead42d15b0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2012-07-04T16:16:25Z",
    "title_canon_sha256": "6cf8564d856e4fd229a7b69943b16ad73bc2b85e999b444abcade003f9d7edf3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1207.1394",
    "kind": "arxiv",
    "version": 1
  }
}