Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000004657

The MH-36 locality cells most similar to this Yavatmal 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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000010277

distance 0.169

#2 · Yavatmalcell 5000011197

distance 0.171

#3 · Yavatmalcell 5000010896

distance 0.189

#4 · Yavatmalcell 5000009972

distance 0.193

#5 · Chandrapurcell 4730004014

distance 0.197 · cross-district

#6 · Washimcell 4990002568

distance 0.204 · cross-district

#7 · Washimcell 4990003280

distance 0.206 · cross-district

#8 · Gadchirolicell 4750008160

distance 0.207 · cross-district

#9 · Yavatmalcell 5000011268

distance 0.209

#10 · Washimcell 4990003611

distance 0.214 · cross-district

#11 · Gadchirolicell 4750008226

distance 0.218 · cross-district

#12 · Washimcell 4990003951

distance 0.224 · cross-district

#13 · Yavatmalcell 5000004479

distance 0.238

#14 · Yavatmalcell 5000001428

distance 0.238

#15 · Chandrapurcell 4730004979

distance 0.238 · cross-district

#16 · Chandrapurcell 4730003364

distance 0.239 · cross-district

#17 · Chandrapurcell 4730007008

distance 0.239 · cross-district

#18 · Jalgaoncell 4780003273

distance 0.241 · 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":500,"cluster_id":5000004657}}}'

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.