Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009342

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

0.92

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 4730009281

distance 0.096

#2 · Chandrapurcell 4730009339

distance 0.106

#3 · Chandrapurcell 4730009338

distance 0.154

#4 · Chandrapurcell 4730008877

distance 0.157

#5 · Chandrapurcell 4730009279

distance 0.159

#6 · Chandrapurcell 4730009285

distance 0.16

#7 · Chandrapurcell 4730009344

distance 0.168

#8 · Chandrapurcell 4730008952

distance 0.169

#9 · Chandrapurcell 4730009675

distance 0.173

#10 · Chandrapurcell 4730009341

distance 0.185

#11 · Chandrapurcell 4730008948

distance 0.187

#12 · Chandrapurcell 4730009023

distance 0.192

#13 · Gadchirolicell 4750010253

distance 0.198 · cross-district

#14 · Chandrapurcell 4730008807

distance 0.198

#15 · Chandrapurcell 4730009096

distance 0.2

#16 · Chandrapurcell 4730008808

distance 0.201

#17 · Chandrapurcell 4730008581

distance 0.202

#18 · Chandrapurcell 4730009573

distance 0.21

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":4730009342}}}'

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.