Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001138

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000634

distance 0.143

#2 · Solapurcell 4960004633

distance 0.163 · cross-district

#3 · Dharashivcell 4880001044

distance 0.167

#4 · Washimcell 4990002546

distance 0.167 · cross-district

#5 · Beedcell 4700000455

distance 0.179 · cross-district

#6 · Washimcell 4990000463

distance 0.183 · cross-district

#7 · Dharashivcell 4880000864

distance 0.183

#8 · Beedcell 4700005581

distance 0.183 · cross-district

#9 · Solapurcell 4960000940

distance 0.187 · cross-district

#10 · Laturcell 4810002262

distance 0.187 · cross-district

#11 · Beedcell 4700006688

distance 0.19 · cross-district

#12 · Laturcell 4810001493

distance 0.191 · cross-district

#13 · Nandedcell 4850000174

distance 0.191 · cross-district

#14 · Akolacell 4670001451

distance 0.192 · cross-district

#15 · Beedcell 4700001868

distance 0.193 · cross-district

#16 · Jalnacell 4790004079

distance 0.194 · cross-district

#17 · Dharashivcell 4880000950

distance 0.196

#18 · Washimcell 4990001587

distance 0.198 · 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":4880001138}}}'

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.