Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008921

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008992

distance 0.097

#2 · Chandrapurcell 4730008990

distance 0.102

#3 · Chandrapurcell 4730008845

distance 0.118

#4 · Gondiacell 4760000145

distance 0.133 · cross-district

#5 · Chandrapurcell 4730008693

distance 0.135

#6 · Chandrapurcell 4730009198

distance 0.136

#7 · Chandrapurcell 4730009130

distance 0.145

#8 · Nagpurcell 4840000019

distance 0.146 · cross-district

#9 · Chandrapurcell 4730008615

distance 0.148

#10 · Bhandaracell 4710000298

distance 0.148 · cross-district

#11 · Bhandaracell 4710000530

distance 0.151 · cross-district

#12 · Chandrapurcell 4730006918

distance 0.155

#13 · Nagpurcell 4840000021

distance 0.156 · cross-district

#14 · Nagpurcell 4840000020

distance 0.157 · cross-district

#15 · Bhandaracell 4710001721

distance 0.157 · cross-district

#16 · Nagpurcell 4840000033

distance 0.158 · cross-district

#17 · Bhandaracell 4710000130

distance 0.158 · cross-district

#18 · Gadchirolicell 4750010309

distance 0.159 · cross-district

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":4730008921}}}'

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.