Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005115

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002756

distance 0.175 · cross-district

#2 · Laturcell 4810000779

distance 0.188 · cross-district

#3 · Laturcell 4810003746

distance 0.193 · cross-district

#4 · Beedcell 4700005333

distance 0.193 · cross-district

#5 · Laturcell 4810002851

distance 0.195 · cross-district

#6 · Laturcell 4810000639

distance 0.197 · cross-district

#7 · Solapurcell 4960011276

distance 0.198 · cross-district

#8 · Laturcell 4810003744

distance 0.201 · cross-district

#9 · Beedcell 4700002225

distance 0.202 · cross-district

#10 · Laturcell 4810002656

distance 0.205 · cross-district

#11 · Sanglicell 4930002415

distance 0.207 · cross-district

#12 · Laturcell 4810002884

distance 0.21 · cross-district

#13 · Laturcell 4810004249

distance 0.211 · cross-district

#14 · Dharashivcell 4880001948

distance 0.211

#15 · Beedcell 4700004647

distance 0.211 · cross-district

#16 · Dharashivcell 4880006203

distance 0.213

#17 · Laturcell 4810002420

distance 0.214 · cross-district

#18 · Laturcell 4810002847

distance 0.214 · 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":4880005115}}}'

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.