Bhārata Strata · Maharashtra · Dhule · morphological twins

Places like cell 4740003244

The MH-36 locality cells most similar to this Dhule cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Dhulecell 4740001770

distance 0.27

#2 · Chhatrapati Sambhajinagarcell 4690007657

distance 0.278 · cross-district

#3 · Nashikcell 4870007816

distance 0.282 · cross-district

#4 · Nandedcell 4850002154

distance 0.286 · cross-district

#5 · Dhulecell 4740003165

distance 0.296

#6 · Chandrapurcell 4730003229

distance 0.299 · cross-district

#7 · Jalgaoncell 4780003895

distance 0.304 · cross-district

#8 · Jalnacell 4790000217

distance 0.316 · cross-district

#9 · Nandedcell 4850002238

distance 0.317 · cross-district

#10 · Sanglicell 4930002126

distance 0.319 · cross-district

#11 · Nashikcell 4870006506

distance 0.321 · cross-district

#12 · Nashikcell 4870012742

distance 0.321 · cross-district

#13 · Nashikcell 4870007962

distance 0.322 · cross-district

#14 · Solapurcell 4960012561

distance 0.328 · cross-district

#15 · Dharashivcell 4880006367

distance 0.329 · cross-district

#16 · Ahmednagarcell 4660006248

distance 0.33 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004525

distance 0.332 · cross-district

#18 · Beedcell 4700008243

distance 0.333 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":474,"cluster_id":4740003244}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.