Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009076

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

0.017

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009005

distance 0.017

#2 · Chandrapurcell 4730009075

distance 0.066

#3 · Chandrapurcell 4730008791

distance 0.073

#4 · Chandrapurcell 4730008242

distance 0.093

#5 · Chandrapurcell 4730008063

distance 0.093

#6 · Chandrapurcell 4730009146

distance 0.095

#7 · Nagpurcell 4840000008

distance 0.098 · cross-district

#8 · Chandrapurcell 4730007450

distance 0.108

#9 · Chandrapurcell 4730007335

distance 0.111

#10 · Chandrapurcell 4730009144

distance 0.114

#11 · Nagpurcell 4840000007

distance 0.118 · cross-district

#12 · Nagpurcell 4840000000

distance 0.12 · cross-district

#13 · Chandrapurcell 4730008156

distance 0.123

#14 · Chandrapurcell 4730009002

distance 0.123

#15 · Chandrapurcell 4730008711

distance 0.124

#16 · Chandrapurcell 4730008580

distance 0.125

#17 · Chandrapurcell 4730009004

distance 0.128

#18 · Chandrapurcell 4730008749

distance 0.13

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":4730009076}}}'

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.