Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000004131

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003600

distance 0.125

#2 · Yavatmalcell 5000003956

distance 0.128

#3 · Yavatmalcell 5000004135

distance 0.133

#4 · Yavatmalcell 5000004132

distance 0.155

#5 · Yavatmalcell 5000004310

distance 0.163

#6 · Yavatmalcell 5000001061

distance 0.175

#7 · Yavatmalcell 5000004138

distance 0.183

#8 · Parbhanicell 4890002614

distance 0.186 · cross-district

#9 · Yavatmalcell 5000002495

distance 0.187

#10 · Yavatmalcell 5000001121

distance 0.19

#11 · Chandrapurcell 4730003629

distance 0.195 · cross-district

#12 · Chandrapurcell 4730005299

distance 0.199 · cross-district

#13 · Yavatmalcell 5000001181

distance 0.199

#14 · Yavatmalcell 5000003232

distance 0.201

#15 · Yavatmalcell 5000002931

distance 0.203

#16 · Beedcell 4700005294

distance 0.203 · cross-district

#17 · Chandrapurcell 4730002141

distance 0.203 · cross-district

#18 · Parbhanicell 4890002285

distance 0.205 · 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":5000004131}}}'

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.