Pith. sign in
Pith Number

pith:AJNIHBRM

pith:2026:AJNIHBRMJBCQ7NUQBEXSQKBVQ7
not attested not anchored not stored refs pending

ReflectVLN: Training Vision-Language Navigation Agents with Reflective Reasoning

Fei Liu, Jiahang Wang, Minghua Luo, Mu Xu, Shichao Xie, Yanqing Zhu, Yirong Yang

arxiv:2607.12680 v1 · 2026-07-14 · cs.CV

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\usepackage{pith}
\pithnumber{AJNIHBRMJBCQ7NUQBEXSQKBVQ7}

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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 2026-07-15T01:22:11.736610Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

025a83862c48450fb690092f28283587dd5cf6a69a92b640949602b527c2488e

Aliases

arxiv: 2607.12680 · arxiv_version: 2607.12680v1 · doi: 10.48550/arxiv.2607.12680 · pith_short_12: AJNIHBRMJBCQ · pith_short_16: AJNIHBRMJBCQ7NUQ · pith_short_8: AJNIHBRM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AJNIHBRMJBCQ7NUQBEXSQKBVQ7 \
  | 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: 025a83862c48450fb690092f28283587dd5cf6a69a92b640949602b527c2488e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2c09ce88e641a1a00c6b2acb28d599ec529a923ae1d76b9cb338731075fefbb5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-14T12:09:33Z",
    "title_canon_sha256": "0f7d933369234f1d80c19794fa35d470368ece02e726366036043af26638fcaa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.12680",
    "kind": "arxiv",
    "version": 1
  }
}