Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003897

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002108

distance 0.187

#2 · Beedcell 4700008952

distance 0.213 · cross-district

#3 · Laturcell 4810002740

distance 0.214 · cross-district

#4 · Dharashivcell 4880003230

distance 0.215

#5 · Dharashivcell 4880002028

distance 0.223

#6 · Beedcell 4700007298

distance 0.223 · cross-district

#7 · Dharashivcell 4880001599

distance 0.227

#8 · Laturcell 4810000086

distance 0.245 · cross-district

#9 · Dharashivcell 4880002908

distance 0.249

#10 · Solapurcell 4960003156

distance 0.249 · cross-district

#11 · Laturcell 4810002508

distance 0.249 · cross-district

#12 · Beedcell 4700002150

distance 0.251 · cross-district

#13 · Ahmednagarcell 4660013997

distance 0.254 · cross-district

#14 · Dharashivcell 4880004307

distance 0.256

#15 · Laturcell 4810001765

distance 0.26 · cross-district

#16 · Laturcell 4810001303

distance 0.264 · cross-district

#17 · Jalnacell 4790000211

distance 0.267 · cross-district

#18 · Dharashivcell 4880005884

distance 0.272

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":4880003897}}}'

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.