Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001045

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000359

distance 0.162

#2 · Solapurcell 4960002114

distance 0.172 · cross-district

#3 · Dharashivcell 4880002452

distance 0.183

#4 · Washimcell 4990003287

distance 0.183 · cross-district

#5 · Solapurcell 4960011255

distance 0.186 · cross-district

#6 · Laturcell 4810001330

distance 0.187 · cross-district

#7 · Solapurcell 4960011024

distance 0.19 · cross-district

#8 · Dharashivcell 4880006091

distance 0.19

#9 · Dharashivcell 4880002771

distance 0.191

#10 · Solapurcell 4960011176

distance 0.193 · cross-district

#11 · Laturcell 4810001427

distance 0.197 · cross-district

#12 · Solapurcell 4960009555

distance 0.198 · cross-district

#13 · Beedcell 4700001331

distance 0.199 · cross-district

#14 · Beedcell 4700005291

distance 0.203 · cross-district

#15 · Laturcell 4810001327

distance 0.204 · cross-district

#16 · Laturcell 4810003022

distance 0.206 · cross-district

#17 · Nandedcell 4850000767

distance 0.207 · cross-district

#18 · Laturcell 4810002535

distance 0.208 · 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":4880001045}}}'

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.