Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003688

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003610

distance 0.119

#2 · Chandrapurcell 4730003377

distance 0.134

#3 · Chandrapurcell 4730002898

distance 0.14

#4 · Chandrapurcell 4730003170

distance 0.145

#5 · Chandrapurcell 4730003877

distance 0.158

#6 · Chandrapurcell 4730003692

distance 0.164

#7 · Chandrapurcell 4730002689

distance 0.169

#8 · Chandrapurcell 4730002698

distance 0.176

#9 · Chandrapurcell 4730003678

distance 0.177

#10 · Yavatmalcell 5000001543

distance 0.183 · cross-district

#11 · Chandrapurcell 4730004056

distance 0.183

#12 · Chandrapurcell 4730003240

distance 0.184

#13 · Nandedcell 4850004479

distance 0.185 · cross-district

#14 · Chandrapurcell 4730003611

distance 0.187

#15 · Chandrapurcell 4730003098

distance 0.19

#16 · Chandrapurcell 4730003243

distance 0.193

#17 · Chandrapurcell 4730003691

distance 0.196

#18 · Chandrapurcell 4730002443

distance 0.198

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":4730003688}}}'

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.