Pith Number

pith:HJU4Y733

pith:2016:HJU4Y733MFRO2S632XOEV4D6QR

not attested not anchored not stored refs pending

Gated-Attention Readers for Text Comprehension

Bhuwan Dhingra, Hanxiao Liu, Ruslan Salakhutdinov, William W. Cohen, Zhilin Yang

arxiv:1606.01549 v3 · 2016-06-05 · cs.CL · cs.LG

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

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

LLMs Struggle with Abstract Meaning Comprehension More Than Expected

Receipt and verification

First computed	2026-05-18T00:45:58.767312Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a69cc7f7b6162ed4bdbd5dc4af07e8447257b70ea6a3c94fa390df71c3b83a4

Aliases

arxiv: 1606.01549 · arxiv_version: 1606.01549v3 · doi: 10.48550/arxiv.1606.01549 · pith_short_12: HJU4Y733MFRO · pith_short_16: HJU4Y733MFRO2S63 · pith_short_8: HJU4Y733

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/HJU4Y733MFRO2S632XOEV4D6QR \
  | 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: 3a69cc7f7b6162ed4bdbd5dc4af07e8447257b70ea6a3c94fa390df71c3b83a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c757d4b0eb6edf2e59d35a20c5c74500fcca3fab25835f981236e2c48d5778b8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2016-06-05T19:30:39Z",
    "title_canon_sha256": "2f3a45d895bf72c7af28e031fa34ab05d5f625ce82c3305106efb4c7c7cf011b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.01549",
    "kind": "arxiv",
    "version": 3
  }
}