Pith Number

pith:W3E2L4A5

pith:2017:W3E2L4A5N5MKGZRWIFTP2H5JPA

not attested not anchored not stored refs pending

Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning

Akshay Krishnamurthy, Alex Smola, Andrew McCallum, Ishan Durugkar, Luke Vilnis, Manzil Zaheer, Rajarshi Das, Shehzaad Dhuliawala

arxiv:1711.05851 v2 · 2017-11-15 · cs.CL · 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{W3E2L4A5N5MKGZRWIFTP2H5JPA}

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

Autonomous Knowledge Graph Exploration with Adaptive Breadth-Depth Retrieval

LLM-Guided Monte Carlo Tree Search over Knowledge Graphs: Composing Mechanistic Explanations for Drug-Disease Pairs

Receipt and verification

First computed	2026-05-17T23:57:15.567649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6c9a5f01d6f58a366364166fd1fa9781c8d402b08b3030c72a0fd0f0ccab62c

Aliases

arxiv: 1711.05851 · arxiv_version: 1711.05851v2 · doi: 10.48550/arxiv.1711.05851 · pith_short_12: W3E2L4A5N5MK · pith_short_16: W3E2L4A5N5MKGZRW · pith_short_8: W3E2L4A5

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/W3E2L4A5N5MKGZRWIFTP2H5JPA \
  | 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: b6c9a5f01d6f58a366364166fd1fa9781c8d402b08b3030c72a0fd0f0ccab62c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c01fa70e36bb04f07d2bedc74ac71f19ae34b8345e8655136ff50134a6262eaf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-11-15T23:45:18Z",
    "title_canon_sha256": "7fd4604b8f64a1a1fe3d9a35250723b9a4defc8f4b7a53e1aa34a50ac63bd8e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.05851",
    "kind": "arxiv",
    "version": 2
  }
}