Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001237

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000302

distance 0.114 · cross-district

#2 · Dharashivcell 4880001332

distance 0.116

#3 · Laturcell 4810000492

distance 0.117 · cross-district

#4 · Laturcell 4810002335

distance 0.152 · cross-district

#5 · Laturcell 4810001403

distance 0.161 · cross-district

#6 · Laturcell 4810001014

distance 0.162 · cross-district

#7 · Laturcell 4810001041

distance 0.164 · cross-district

#8 · Laturcell 4810001988

distance 0.169 · cross-district

#9 · Laturcell 4810001643

distance 0.173 · cross-district

#10 · Laturcell 4810000530

distance 0.175 · cross-district

#11 · Laturcell 4810001564

distance 0.178 · cross-district

#12 · Beedcell 4700004989

distance 0.178 · cross-district

#13 · Laturcell 4810001560

distance 0.182 · cross-district

#14 · Dharashivcell 4880002629

distance 0.183

#15 · Washimcell 4990001371

distance 0.184 · cross-district

#16 · Laturcell 4810001993

distance 0.185 · cross-district

#17 · Dharashivcell 4880001938

distance 0.185

#18 · Dharashivcell 4880001934

distance 0.187

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":4880001237}}}'

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.