Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003360

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003508

distance 0.123

#2 · Chandrapurcell 4730003504

distance 0.126

#3 · Chandrapurcell 4730004108

distance 0.139

#4 · Chandrapurcell 4730003514

distance 0.148

#5 · Chandrapurcell 4730003923

distance 0.152

#6 · Chandrapurcell 4730003832

distance 0.162

#7 · Gadchirolicell 4750007546

distance 0.162 · cross-district

#8 · Chandrapurcell 4730003927

distance 0.164

#9 · Chandrapurcell 4730003658

distance 0.166

#10 · Yavatmalcell 5000010060

distance 0.168 · cross-district

#11 · Chandrapurcell 4730005266

distance 0.168

#12 · Gadchirolicell 4750008397

distance 0.175 · cross-district

#13 · Chandrapurcell 4730004392

distance 0.18

#14 · Chandrapurcell 4730003583

distance 0.18

#15 · Chandrapurcell 4730004114

distance 0.186

#16 · Chandrapurcell 4730008948

distance 0.186

#17 · Gadchirolicell 4750007488

distance 0.189 · cross-district

#18 · Gadchirolicell 4750010192

distance 0.19 · 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":4730003360}}}'

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.