Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004487

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005066

distance 0.137

#2 · Chandrapurcell 4730004484

distance 0.137

#3 · Chandrapurcell 4730004488

distance 0.139

#4 · Chandrapurcell 4730005167

distance 0.139

#5 · Chandrapurcell 4730005260

distance 0.142

#6 · Chandrapurcell 4730004690

distance 0.145

#7 · Chandrapurcell 4730005165

distance 0.15

#8 · Chandrapurcell 4730004683

distance 0.151

#9 · Chandrapurcell 4730009167

distance 0.162

#10 · Chandrapurcell 4730006123

distance 0.162

#11 · Gadchirolicell 4750010710

distance 0.163 · cross-district

#12 · Chandrapurcell 4730004586

distance 0.164

#13 · Chandrapurcell 4730005265

distance 0.165

#14 · Chandrapurcell 4730005568

distance 0.167

#15 · Gadchirolicell 4750010910

distance 0.168 · cross-district

#16 · Chandrapurcell 4730004681

distance 0.168

#17 · Chandrapurcell 4730004392

distance 0.171

#18 · Chandrapurcell 4730007670

distance 0.171

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":4730004487}}}'

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.