Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003903

The MH-36 locality cells most similar to this Chandrapur 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003793

distance 0.139

#2 · Chandrapurcell 4730003413

distance 0.153

#3 · Chandrapurcell 4730003638

distance 0.17

#4 · Chandrapurcell 4730003795

distance 0.186

#5 · Chandrapurcell 4730003473

distance 0.197

#6 · Chandrapurcell 4730001379

distance 0.208

#7 · Chandrapurcell 4730002193

distance 0.21

#8 · Chandrapurcell 4730003556

distance 0.213

#9 · Gadchirolicell 4750008039

distance 0.214 · cross-district

#10 · Chandrapurcell 4730003645

distance 0.216

#11 · Chandrapurcell 4730001382

distance 0.22

#12 · Chandrapurcell 4730002999

distance 0.23

#13 · Amravaticell 4680007368

distance 0.232 · cross-district

#14 · Yavatmalcell 5000003430

distance 0.235 · cross-district

#15 · Chandrapurcell 4730003562

distance 0.236

#16 · Chandrapurcell 4730002929

distance 0.239

#17 · Chandrapurcell 4730003167

distance 0.242

#18 · Chandrapurcell 4730004515

distance 0.244

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":473,"cluster_id":4730003903}}}'

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.