Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004130

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003760

distance 0.177

#2 · Laturcell 4810002074

distance 0.198 · cross-district

#3 · Dharashivcell 4880003761

distance 0.234

#4 · Dharashivcell 4880003248

distance 0.235

#5 · Kolhapurcell 4800004863

distance 0.235 · cross-district

#6 · Nandedcell 4850004193

distance 0.237 · cross-district

#7 · Solapurcell 4960011281

distance 0.24 · cross-district

#8 · Solapurcell 4960005183

distance 0.245 · cross-district

#9 · Kolhapurcell 4800005827

distance 0.254 · cross-district

#10 · Solapurcell 4960006801

distance 0.255 · cross-district

#11 · Buldhanacell 4720002235

distance 0.257 · cross-district

#12 · Dharashivcell 4880004138

distance 0.259

#13 · Beedcell 4700002319

distance 0.263 · cross-district

#14 · Dharashivcell 4880001513

distance 0.271

#15 · Beedcell 4700005684

distance 0.273 · cross-district

#16 · Laturcell 4810001360

distance 0.273 · cross-district

#17 · Solapurcell 4960011203

distance 0.274 · cross-district

#18 · Sanglicell 4930001706

distance 0.276 · 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":4880004130}}}'

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.