Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004085

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003357

distance 0.107

#2 · Solapurcell 4960008201

distance 0.119 · cross-district

#3 · Solapurcell 4960008202

distance 0.138 · cross-district

#4 · Solapurcell 4960000650

distance 0.139 · cross-district

#5 · Solapurcell 4960008732

distance 0.147 · cross-district

#6 · Solapurcell 4960008631

distance 0.15 · cross-district

#7 · Solapurcell 4960007849

distance 0.151 · cross-district

#8 · Solapurcell 4960010038

distance 0.166 · cross-district

#9 · Dharashivcell 4880003369

distance 0.167

#10 · Solapurcell 4960008324

distance 0.168 · cross-district

#11 · Solapurcell 4960002428

distance 0.169 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001782

distance 0.178 · cross-district

#13 · Solapurcell 4960003682

distance 0.178 · cross-district

#14 · Buldhanacell 4720006336

distance 0.179 · cross-district

#15 · Dharashivcell 4880003724

distance 0.18

#16 · Solapurcell 4960009123

distance 0.181 · cross-district

#17 · Dharashivcell 4880003664

distance 0.182

#18 · Solapurcell 4960008918

distance 0.183 · 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":4880004085}}}'

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.