Pith Number

pith:I3U6W2VI

pith:2020:I3U6W2VIWO2XEDUFZ5IVCTB6GH

not attested not anchored not stored refs pending

Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations

Aditya Tiwari, Josep Valls Vargas, Lazaros Polymenakos, Praveen Kumar Bodigutla, Spyros Matsoukas

arxiv:2010.02495 v2 · 2020-10-06 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I3U6W2VIWO2XEDUFZ5IVCTB6GH}

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	2026-07-05T01:41:34.018735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46e9eb6aa8b3b5720e85cf51514c3e31f5632539dbc1ee3a899055eb23dea731

Aliases

arxiv: 2010.02495 · arxiv_version: 2010.02495v2 · doi: 10.48550/arxiv.2010.02495 · pith_short_12: I3U6W2VIWO2X · pith_short_16: I3U6W2VIWO2XEDUF · pith_short_8: I3U6W2VI

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/I3U6W2VIWO2XEDUFZ5IVCTB6GH \
  | 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: 46e9eb6aa8b3b5720e85cf51514c3e31f5632539dbc1ee3a899055eb23dea731

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f9338e14c050da1d849d0101ae9bf7852f0256cbf0269dd80218b81971ec1d8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-10-06T05:53:13Z",
    "title_canon_sha256": "09b4fe9011b43c404a34de78d6c7546aaea4e60c47485d92a927f5cbf6f8b062"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.02495",
    "kind": "arxiv",
    "version": 2
  }
}