Pith Number

pith:NML4NKJS

pith:2024:NML4NKJS2E3IN34I5XCUXLPKS2

not attested not anchored not stored refs pending

Retrieval Augmented End-to-End Spoken Dialog Models

Dian Yu, Hagen Soltau, Izhak Shafran, Laurent El Shafey, Mingqiu Wang, Wei Han, Yuan Cao

arxiv:2402.01828 v1 · 2024-02-02 · cs.CL · cs.AI · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NML4NKJS2E3IN34I5XCUXLPKS2}

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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	2026-07-05T07:42:24.092538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b17c6a932d13686ef88edc54badea96ab326ef5193082acaedb66e859999f51

Aliases

arxiv: 2402.01828 · arxiv_version: 2402.01828v1 · doi: 10.48550/arxiv.2402.01828 · pith_short_12: NML4NKJS2E3I · pith_short_16: NML4NKJS2E3IN34I · pith_short_8: NML4NKJS

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/NML4NKJS2E3IN34I5XCUXLPKS2 \
  | 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: 6b17c6a932d13686ef88edc54badea96ab326ef5193082acaedb66e859999f51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73a2c7b02adaf14e40894d0d61b8ab5a4143c75183d2a3ce497542a200905e79",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-02T18:23:09Z",
    "title_canon_sha256": "145d06f4bf585624fc84500cf3bfe37f39831c079dccacb958bc5d184e0a088a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01828",
    "kind": "arxiv",
    "version": 1
  }
}