Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001469

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004897

distance 0.161 · cross-district

#2 · Laturcell 4810002123

distance 0.182 · cross-district

#3 · Dharashivcell 4880002105

distance 0.187

#4 · Dharashivcell 4880001560

distance 0.188

#5 · Laturcell 4810000925

distance 0.189 · cross-district

#6 · Dharashivcell 4880001580

distance 0.193

#7 · Laturcell 4810001528

distance 0.196 · cross-district

#8 · Beedcell 4700002694

distance 0.197 · cross-district

#9 · Dharashivcell 4880002850

distance 0.197

#10 · Laturcell 4810001603

distance 0.2 · cross-district

#11 · Dharashivcell 4880001481

distance 0.204

#12 · Dharashivcell 4880002785

distance 0.204

#13 · Laturcell 4810002222

distance 0.204 · cross-district

#14 · Beedcell 4700000113

distance 0.205 · cross-district

#15 · Sanglicell 4930001458

distance 0.205 · cross-district

#16 · Laturcell 4810000441

distance 0.21 · cross-district

#17 · Solapurcell 4960006469

distance 0.211 · cross-district

#18 · Laturcell 4810001523

distance 0.213 · 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":4880001469}}}'

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.