Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003211

The MH-36 locality cells most similar to this Dharashiv 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003540

distance 0.093

#2 · Dharashivcell 4880003159

distance 0.097

#3 · Solapurcell 4960000405

distance 0.15 · cross-district

#4 · Beedcell 4700004448

distance 0.157 · cross-district

#5 · Ahmednagarcell 4660002885

distance 0.158 · cross-district

#6 · Washimcell 4990000807

distance 0.159 · cross-district

#7 · Dharashivcell 4880000385

distance 0.16

#8 · Ahmednagarcell 4660000362

distance 0.166 · cross-district

#9 · Washimcell 4990000315

distance 0.167 · cross-district

#10 · Ahmednagarcell 4660000188

distance 0.168 · cross-district

#11 · Solapurcell 4960000708

distance 0.168 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002062

distance 0.169 · cross-district

#13 · Amravaticell 4680005018

distance 0.169 · cross-district

#14 · Buldhanacell 4720006329

distance 0.171 · cross-district

#15 · Washimcell 4990001160

distance 0.172 · cross-district

#16 · Solapurcell 4960004246

distance 0.175 · cross-district

#17 · Beedcell 4700005195

distance 0.176 · cross-district

#18 · Solapurcell 4960003403

distance 0.176 · 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":488,"cluster_id":4880003211}}}'

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.