Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003336

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003404

distance 0.206

#2 · Dharashivcell 4880001406

distance 0.208

#3 · Sanglicell 4930001623

distance 0.208 · cross-district

#4 · Laturcell 4810001459

distance 0.209 · cross-district

#5 · Dharashivcell 4880002517

distance 0.215

#6 · Laturcell 4810000623

distance 0.216 · cross-district

#7 · Ahmednagarcell 4660006408

distance 0.217 · cross-district

#8 · Dharashivcell 4880003887

distance 0.222

#9 · Solapurcell 4960001344

distance 0.224 · cross-district

#10 · Parbhanicell 4890000172

distance 0.226 · cross-district

#11 · Laturcell 4810001766

distance 0.227 · cross-district

#12 · Dharashivcell 4880002302

distance 0.236

#13 · Dharashivcell 4880003768

distance 0.238

#14 · Ahmednagarcell 4660006192

distance 0.242 · cross-district

#15 · Dharashivcell 4880001852

distance 0.244

#16 · Dharashivcell 4880002998

distance 0.245

#17 · Buldhanacell 4720000509

distance 0.245 · cross-district

#18 · Buldhanacell 4720001654

distance 0.245 · 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":4880003336}}}'

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.