Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008778

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

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008626

distance 0.096

#2 · Chandrapurcell 4730008029

distance 0.117

#3 · Gadchirolicell 4750010632

distance 0.139 · cross-district

#4 · Chandrapurcell 4730007120

distance 0.143

#5 · Chandrapurcell 4730009069

distance 0.147

#6 · Gondiacell 4760000428

distance 0.181 · cross-district

#7 · Chandrapurcell 4730009141

distance 0.182

#8 · Chandrapurcell 4730008998

distance 0.197

#9 · Chandrapurcell 4730007351

distance 0.199

#10 · Chandrapurcell 4730006088

distance 0.2

#11 · Chandrapurcell 4730008625

distance 0.202

#12 · Chandrapurcell 4730008652

distance 0.203

#13 · Gadchirolicell 4750009678

distance 0.206 · cross-district

#14 · Chandrapurcell 4730007233

distance 0.207

#15 · Chandrapurcell 4730008999

distance 0.21

#16 · Chandrapurcell 4730006117

distance 0.211

#17 · Chandrapurcell 4730009312

distance 0.213

#18 · Chandrapurcell 4730009271

distance 0.213

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":4730008778}}}'

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.