Actor Dataset Provenance Enricher
Enrich Apify dataset rows with deterministic field-level provenance, source identity, canonical hashes, lineage, rights indicators, and artifact manifests.
4%
users
Apify builder
Draconitic Labs Evidence and provenance tools for research, science and AI workflows: documented methods, explicit conflicts, reproducible output.
Leaderboard position
out of 10,354
New actors
-
Total actors
#771
↓ -214
Monthly users
#924
↑ +75
Total users
#1,963
↓ -13
Monthly runs
#1,324
↓ -161
Total runs
#1,752
↓ -59
Portfolio stats
New actors
0
+0
Total actors
25
+0
Monthly users
47
↑ +20
Total users
71
↑ +19
Monthly runs
748
↑ +94
Total runs
2,871
↑ +749
New actors
Each bar shows one day in the last 30 days.
Portfolio concentration
19 of 25 actors cover 80%+ of monthly users.
Enrich Apify dataset rows with deterministic field-level provenance, source identity, canonical hashes, lineage, rights indicators, and artifact manifests.
4%
users
Normalize structured AI benchmark claims and produce evidence-backed comparability refusals when versions, splits, metrics, prompts, shots, or model settings do not align.
4%
users
Track exact revisions to official U.S. BLS time-series observations and footnotes. Establish a persistent baseline, detect value and footnote changes, and emit deterministic before-and-after evidence with hashes and attribution.
4%
users
Normalize public ChEMBL bioactivity records into deterministic, analysis-ready rows with units, pChEMBL values, provenance, and explicit QC flags. Submit activity IDs or a bounded query; malformed and ambiguous records are uncharged.
4%
users
Monitor ClinicalTrials.gov study records and emit deterministic, evidence-linked change ledgers with baseline comparison, administrative-field controls, and reproducible artifact hashes.
4%
users
Track public Data.gov catalog access, license, rights, publisher-release, and distribution metadata. Establish a deterministic baseline and emit complete hashed before/after evidence only when material catalog fields change.
4%
users
Monitor explicit HTML, Markdown, and OpenAPI documentation for evidence-backed deprecations, removals, authentication changes, migrations, and endpoint revisions.
4%
users
Build portable, deterministic, checksum-verified ZIP evidence packages from selected Apify datasets, KVS records, or inline JSON. Includes provenance, redaction logs, manifests, and round-trip verification. $1.00 per verified package.
4%
users
Audit JSON-LD claims against visible evidence on explicit authorized pages with bounded, provenance-rich output.
4%
users
Detect meaningful changes between Hugging Face or explicit model-card revisions, with immutable source hashes, evidence locators, semantic categories, severity, unified diffs, and optional paid baselines.
4%
users
Resolve molecular identifiers across official PubChem, ChEMBL, and ChEBI sources while preserving stereochemistry, salts, ambiguity, and provider disagreements.
4%
users
Resolve evidence-backed links among preprints, publications, versions, and corrections using official Crossref, Europe PMC, arXiv, bioRxiv, and medRxiv metadata.
4%
users
Resolve protein structure evidence across RCSB PDB, PDBe, AlphaFold DB, and UniProt with source provenance, conflicts, and downloadable artifacts.
4%
users
Monitor protein structure releases and revisions across RCSB PDB, PDBe, AlphaFold DB, and UniProt with durable baselines and evidence-backed diffs.
4%
users
Package rights-declared HTML, Markdown, text, and born-digital PDFs into deterministic RAG pages, traceable chunks, and verified manifests.
4%
users
Monitor scholarly DOIs, model cards, clinical studies, and software repositories, producing deterministic evidence-linked JSON, Atom, and RSS change feeds.
4%
users
Check DOI lists against public Crossref updates and Retraction Watch records, then emit one deterministic correction-status row per DOI with provenance, warnings, and stable evidence hashes. Invalid or source-failed DOI checks are uncharged.
4%
users
Reconcile DOI, PMID, and bibliographic queries across Crossref, PubMed, and OpenAlex with explicit conflicts, provenance, and optional raw evidence.
4%
users
Extract scientific tables, cells, units, and explicit footnotes from authorized HTML and born-digital PDF sources.
4%
users
ActorHunt MCP
ActorHunt gives paid members MCP access to keyword data, actor evidence, and Store movement for deciding what to build next.