Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008204

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008108

distance 0.098

#2 · Chandrapurcell 4730008607

distance 0.105

#3 · Chandrapurcell 4730008014

distance 0.11

#4 · Chandrapurcell 4730008208

distance 0.13

#5 · Chandrapurcell 4730008362

distance 0.133

#6 · Chandrapurcell 4730007806

distance 0.14

#7 · Chandrapurcell 4730007695

distance 0.141

#8 · Bhandaracell 4710000258

distance 0.142 · cross-district

#9 · Chandrapurcell 4730008759

distance 0.152

#10 · Chandrapurcell 4730009258

distance 0.157

#11 · Gadchirolicell 4750009551

distance 0.158 · cross-district

#12 · Chandrapurcell 4730006123

distance 0.162

#13 · Chandrapurcell 4730008434

distance 0.162

#14 · Wardhacell 4980001585

distance 0.163 · cross-district

#15 · Yavatmalcell 5000006634

distance 0.163 · cross-district

#16 · Yavatmalcell 5000006503

distance 0.164 · cross-district

#17 · Gadchirolicell 4750010316

distance 0.165 · cross-district

#18 · Gadchirolicell 4750009160

distance 0.166 · 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":473,"cluster_id":4730008204}}}'

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.