Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008934

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

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008155

distance 0.079

#2 · Chandrapurcell 4730008790

distance 0.079

#3 · Nagpurcell 4840000005

distance 0.081 · cross-district

#4 · Chandrapurcell 4730008632

distance 0.085

#5 · Chandrapurcell 4730008241

distance 0.094

#6 · Chandrapurcell 4730008865

distance 0.1

#7 · Chandrapurcell 4730009006

distance 0.118

#8 · Chandrapurcell 4730008729

distance 0.121

#9 · Chandrapurcell 4730008404

distance 0.123

#10 · Chandrapurcell 4730008715

distance 0.128

#11 · Nagpurcell 4840000001

distance 0.132 · cross-district

#12 · Chandrapurcell 4730008878

distance 0.136

#13 · Nagpurcell 4840000008

distance 0.138 · cross-district

#14 · Chandrapurcell 4730009145

distance 0.14

#15 · Nagpurcell 4840000007

distance 0.146 · cross-district

#16 · Nagpurcell 4840000006

distance 0.147 · cross-district

#17 · Chandrapurcell 4730008879

distance 0.147

#18 · Chandrapurcell 4730008324

distance 0.153

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":4730008934}}}'

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.