Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003017

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003610

distance 0.106

#2 · Dharashivcell 4880003599

distance 0.12

#3 · Dharashivcell 4880003263

distance 0.132

#4 · Solapurcell 4960009442

distance 0.135 · cross-district

#5 · Solapurcell 4960010222

distance 0.137 · cross-district

#6 · Solapurcell 4960010477

distance 0.137 · cross-district

#7 · Dharashivcell 4880003937

distance 0.138

#8 · Solapurcell 4960010786

distance 0.141 · cross-district

#9 · Dharashivcell 4880003479

distance 0.142

#10 · Dharashivcell 4880003356

distance 0.142

#11 · Solapurcell 4960007859

distance 0.144 · cross-district

#12 · Solapurcell 4960010381

distance 0.147 · cross-district

#13 · Ahmednagarcell 4660001939

distance 0.147 · cross-district

#14 · Solapurcell 4960008727

distance 0.147 · cross-district

#15 · Dharashivcell 4880002974

distance 0.149

#16 · Dharashivcell 4880003314

distance 0.149

#17 · Ahmednagarcell 4660001641

distance 0.151 · cross-district

#18 · Solapurcell 4960010633

distance 0.156 · 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":4880003017}}}'

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.