Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001034

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006009

distance 0.105

#2 · Beedcell 4700000237

distance 0.115 · cross-district

#3 · Dharashivcell 4880000026

distance 0.118

#4 · Beedcell 4700000295

distance 0.121 · cross-district

#5 · Solapurcell 4960005392

distance 0.125 · cross-district

#6 · Solapurcell 4960005253

distance 0.125 · cross-district

#7 · Dharashivcell 4880000033

distance 0.125

#8 · Beedcell 4700002215

distance 0.126 · cross-district

#9 · Dharashivcell 4880006155

distance 0.127

#10 · Beedcell 4700002054

distance 0.129 · cross-district

#11 · Beedcell 4700000298

distance 0.133 · cross-district

#12 · Solapurcell 4960005084

distance 0.133 · cross-district

#13 · Beedcell 4700000368

distance 0.134 · cross-district

#14 · Dharashivcell 4880006206

distance 0.136

#15 · Washimcell 4990001007

distance 0.136 · cross-district

#16 · Solapurcell 4960004795

distance 0.138 · cross-district

#17 · Beedcell 4700000229

distance 0.139 · cross-district

#18 · Solapurcell 4960005819

distance 0.141 · 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":4880001034}}}'

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.