Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004783

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005168

distance 0.141

#2 · Dharashivcell 4880003221

distance 0.184

#3 · Parbhanicell 4890000016

distance 0.189 · cross-district

#4 · Beedcell 4700004903

distance 0.192 · cross-district

#5 · Washimcell 4990001558

distance 0.196 · cross-district

#6 · Beedcell 4700003339

distance 0.196 · cross-district

#7 · Dharashivcell 4880005640

distance 0.197

#8 · Laturcell 4810001769

distance 0.199 · cross-district

#9 · Dharashivcell 4880004349

distance 0.201

#10 · Dharashivcell 4880003002

distance 0.204

#11 · Beedcell 4700007877

distance 0.204 · cross-district

#12 · Laturcell 4810001682

distance 0.206 · cross-district

#13 · Dharashivcell 4880005822

distance 0.207

#14 · Dharashivcell 4880001221

distance 0.21

#15 · Laturcell 4810003816

distance 0.212 · cross-district

#16 · Dharashivcell 4880001746

distance 0.214

#17 · Dharashivcell 4880001571

distance 0.214

#18 · Washimcell 4990001375

distance 0.215 · 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":4880004783}}}'

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.