Pith Number

pith:O4OI5PEM

pith:2024:O4OI5PEMVKZMPT5NZYGVXL2A3W

not attested not anchored not stored refs pending

Reinforcement Learning for Conversational Question Answering over Knowledge Graph

Mi Wu

arxiv:2401.08460 v1 · 2024-01-16 · cs.AI · 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{O4OI5PEMVKZMPT5NZYGVXL2A3W}

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

A Survey of the State-of-the-Art in Conversational Question Answering Systems

Receipt and verification

First computed	2026-07-05T07:34:12.378026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

771c8ebc8caab2c7cfadce0d5baf40dd84c0e5f6f87646c8ba9f2080a8b91611

Aliases

arxiv: 2401.08460 · arxiv_version: 2401.08460v1 · doi: 10.48550/arxiv.2401.08460 · pith_short_12: O4OI5PEMVKZM · pith_short_16: O4OI5PEMVKZMPT5N · pith_short_8: O4OI5PEM

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/O4OI5PEMVKZMPT5NZYGVXL2A3W \
  | 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: 771c8ebc8caab2c7cfadce0d5baf40dd84c0e5f6f87646c8ba9f2080a8b91611

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "909d128c090702b9f0f579dbec92af32c7d2f054b2ba82f3071d7cfb1b0c4367",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-01-16T16:09:56Z",
    "title_canon_sha256": "9c79a89fa5dda3a69f534fe9bbb67e7d70dae4807c81da712ed9f2e153637680"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.08460",
    "kind": "arxiv",
    "version": 1
  }
}