Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000621

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000331

distance 0.097

#2 · Dharashivcell 4880000545

distance 0.104

#3 · Dharashivcell 4880001131

distance 0.104

#4 · Solapurcell 4960004492

distance 0.106 · cross-district

#5 · Solapurcell 4960005543

distance 0.119 · cross-district

#6 · Solapurcell 4960005539

distance 0.125 · cross-district

#7 · Solapurcell 4960005675

distance 0.127 · cross-district

#8 · Solapurcell 4960004775

distance 0.127 · cross-district

#9 · Dharashivcell 4880001042

distance 0.127

#10 · Dharashivcell 4880000221

distance 0.127

#11 · Solapurcell 4960005105

distance 0.127 · cross-district

#12 · Beedcell 4700003789

distance 0.132 · cross-district

#13 · Dharashivcell 4880000124

distance 0.132

#14 · Solapurcell 4960006214

distance 0.132 · cross-district

#15 · Solapurcell 4960005242

distance 0.133 · cross-district

#16 · Dharashivcell 4880000174

distance 0.133

#17 · Beedcell 4700001788

distance 0.133 · cross-district

#18 · Sanglicell 4930001885

distance 0.135 · 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":4880000621}}}'

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.