Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000011

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000010

distance 0.157

#2 · Chandrapurcell 4730000083

distance 0.189

#3 · Chandrapurcell 4730000050

distance 0.202

#4 · Chandrapurcell 4730000081

distance 0.216

#5 · Chandrapurcell 4730000015

distance 0.219

#6 · Chandrapurcell 4730000209

distance 0.227

#7 · Chandrapurcell 4730000321

distance 0.233

#8 · Chandrapurcell 4730000155

distance 0.237

#9 · Chandrapurcell 4730000082

distance 0.24

#10 · Chandrapurcell 4730000077

distance 0.242

#11 · Chandrapurcell 4730000009

distance 0.245

#12 · Gadchirolicell 4750002276

distance 0.245 · cross-district

#13 · Chandrapurcell 4730000014

distance 0.25

#14 · Gadchirolicell 4750000767

distance 0.252 · cross-district

#15 · Gadchirolicell 4750002668

distance 0.252 · cross-district

#16 · Chandrapurcell 4730000157

distance 0.258

#17 · Chandrapurcell 4730000210

distance 0.263

#18 · Chandrapurcell 4730000115

distance 0.263

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":4730000011}}}'

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.