Pith Number

pith:GNA3AXFW

pith:2021:GNA3AXFWUHMYVTRW2HKHHGQGC4

not attested not anchored not stored refs pending

Hallmarks of Human-Machine Collaboration: A framework for assessment in the DARPA Communicating with Computers Program

Bradley Goodman, Cheryl Clark, Christopher Garay, John Aberdeen, Lynette Hirschman, Matthew W. Peterson, Patricia L. McDermott, Robyn Kozierok, Tonia Korves

arxiv:2102.04958 v1 · 2021-02-09 · cs.HC · cs.AI · cs.CL · cs.MA · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GNA3AXFWUHMYVTRW2HKHHGQGC4}

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

Human-Centered AI Communication in Co-Creativity: An Initial Framework and Insights

Receipt and verification

First computed	2026-07-05T02:14:06.653453Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3341b05cb6a1d98ace36d1d4739a06173dfca680372275fada954e39b946bb84

Aliases

arxiv: 2102.04958 · arxiv_version: 2102.04958v1 · doi: 10.48550/arxiv.2102.04958 · pith_short_12: GNA3AXFWUHMY · pith_short_16: GNA3AXFWUHMYVTRW · pith_short_8: GNA3AXFW

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/GNA3AXFWUHMYVTRW2HKHHGQGC4 \
  | 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: 3341b05cb6a1d98ace36d1d4739a06173dfca680372275fada954e39b946bb84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4867ae54a54cdb7e33b8caa9d21b3260e0209974694d9ae2b2d902b543f9c5dc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.MA",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2021-02-09T17:13:53Z",
    "title_canon_sha256": "5f31323ee8760294ce226372fa0b2a824a86bd7f4e6ddefdf9d19a3b13288ba0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.04958",
    "kind": "arxiv",
    "version": 1
  }
}