Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009035

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008817

distance 0.108

#2 · Chandrapurcell 4730008939

distance 0.114

#3 · Chandrapurcell 4730009009

distance 0.117

#4 · Chandrapurcell 4730009106

distance 0.121

#5 · Chandrapurcell 4730009036

distance 0.137

#6 · Chandrapurcell 4730008742

distance 0.137

#7 · Chandrapurcell 4730008891

distance 0.138

#8 · Chandrapurcell 4730009037

distance 0.141

#9 · Chandrapurcell 4730008889

distance 0.151

#10 · Chandrapurcell 4730009151

distance 0.151

#11 · Chandrapurcell 4730008580

distance 0.151

#12 · Chandrapurcell 4730008658

distance 0.152

#13 · Chandrapurcell 4730007450

distance 0.156

#14 · Chandrapurcell 4730009108

distance 0.156

#15 · Nagpurcell 4840000015

distance 0.157 · cross-district

#16 · Chandrapurcell 4730009011

distance 0.158

#17 · Bhandaracell 4710000004

distance 0.16 · cross-district

#18 · Chandrapurcell 4730008964

distance 0.161

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":4730009035}}}'

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.