Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000845

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001195

distance 0.149

#2 · Solapurcell 4960005068

distance 0.165 · cross-district

#3 · Beedcell 4700001892

distance 0.167 · cross-district

#4 · Dharashivcell 4880004202

distance 0.167

#5 · Dharashivcell 4880005089

distance 0.171

#6 · Beedcell 4700000653

distance 0.175 · cross-district

#7 · Beedcell 4700002052

distance 0.176 · cross-district

#8 · Solapurcell 4960000354

distance 0.176 · cross-district

#9 · Ahmednagarcell 4660010768

distance 0.179 · cross-district

#10 · Solapurcell 4960005158

distance 0.181 · cross-district

#11 · Laturcell 4810003755

distance 0.183 · cross-district

#12 · Dharashivcell 4880003356

distance 0.188

#13 · Laturcell 4810001978

distance 0.188 · cross-district

#14 · Laturcell 4810004360

distance 0.188 · cross-district

#15 · Beedcell 4700001018

distance 0.189 · cross-district

#16 · Beedcell 4700001036

distance 0.191 · cross-district

#17 · Dharashivcell 4880005847

distance 0.191

#18 · Beedcell 4700001582

distance 0.191 · 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":4880000845}}}'

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.