Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009073

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

0.048

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009072

distance 0.048

#2 · Wardhacell 4980001309

distance 0.058 · cross-district

#3 · Chandrapurcell 4730009145

distance 0.085

#4 · Nagpurcell 4840000001

distance 0.098 · cross-district

#5 · Chandrapurcell 4730009074

distance 0.102

#6 · Chandrapurcell 4730009004

distance 0.103

#7 · Nagpurcell 4840000006

distance 0.107 · cross-district

#8 · Nagpurcell 4840000007

distance 0.109 · cross-district

#9 · Chandrapurcell 4730008824

distance 0.117

#10 · Chandrapurcell 4730009111

distance 0.125

#11 · Chandrapurcell 4730009178

distance 0.127

#12 · Nagpurcell 4840000008

distance 0.133 · cross-district

#13 · Chandrapurcell 4730009002

distance 0.139

#14 · Chandrapurcell 4730009239

distance 0.139

#15 · Chandrapurcell 4730007563

distance 0.14

#16 · Chandrapurcell 4730008865

distance 0.142

#17 · Chandrapurcell 4730009144

distance 0.147

#18 · Chandrapurcell 4730009112

distance 0.151

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":4730009073}}}'

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.