Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005370

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005277

distance 0.146

#2 · Dharashivcell 4880003240

distance 0.154

#3 · Solapurcell 4960001015

distance 0.169 · cross-district

#4 · Beedcell 4700004810

distance 0.178 · cross-district

#5 · Laturcell 4810001706

distance 0.182 · cross-district

#6 · Laturcell 4810001197

distance 0.183 · cross-district

#7 · Dharashivcell 4880004053

distance 0.184

#8 · Dharashivcell 4880002419

distance 0.186

#9 · Ahmednagarcell 4660005725

distance 0.189 · cross-district

#10 · Laturcell 4810000699

distance 0.19 · cross-district

#11 · Dharashivcell 4880003512

distance 0.191

#12 · Laturcell 4810001464

distance 0.193 · cross-district

#13 · Ahmednagarcell 4660007268

distance 0.194 · cross-district

#14 · Dharashivcell 4880003187

distance 0.195

#15 · Sanglicell 4930001200

distance 0.196 · cross-district

#16 · Laturcell 4810002601

distance 0.196 · cross-district

#17 · Beedcell 4700007331

distance 0.198 · cross-district

#18 · Laturcell 4810002313

distance 0.199 · 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":4880005370}}}'

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.