Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004294

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001528

distance 0.176

#2 · Dharashivcell 4880001402

distance 0.185

#3 · Laturcell 4810000303

distance 0.19 · cross-district

#4 · Solapurcell 4960012238

distance 0.19 · cross-district

#5 · Laturcell 4810001564

distance 0.19 · cross-district

#6 · Laturcell 4810001014

distance 0.192 · cross-district

#7 · Laturcell 4810003123

distance 0.194 · cross-district

#8 · Laturcell 4810002026

distance 0.196 · cross-district

#9 · Laturcell 4810000462

distance 0.196 · cross-district

#10 · Laturcell 4810001329

distance 0.197 · cross-district

#11 · Dharashivcell 4880002030

distance 0.199

#12 · Laturcell 4810000351

distance 0.2 · cross-district

#13 · Washimcell 4990002893

distance 0.205 · cross-district

#14 · Dharashivcell 4880001650

distance 0.206

#15 · Buldhanacell 4720002051

distance 0.206 · cross-district

#16 · Laturcell 4810000399

distance 0.207 · cross-district

#17 · Washimcell 4990002267

distance 0.208 · cross-district

#18 · Laturcell 4810001041

distance 0.209 · 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":4880004294}}}'

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.