Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002152

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003786

distance 0.114

#2 · Chandrapurcell 4730003321

distance 0.134

#3 · Chandrapurcell 4730003967

distance 0.15

#4 · Chandrapurcell 4730003700

distance 0.169

#5 · Yavatmalcell 5000002105

distance 0.169 · cross-district

#6 · Yavatmalcell 5000002071

distance 0.173 · cross-district

#7 · Gadchirolicell 4750007133

distance 0.175 · cross-district

#8 · Gadchirolicell 4750006047

distance 0.175 · cross-district

#9 · Gadchirolicell 4750006629

distance 0.176 · cross-district

#10 · Gadchirolicell 4750006628

distance 0.176 · cross-district

#11 · Gadchirolicell 4750006540

distance 0.177 · cross-district

#12 · Chandrapurcell 4730003620

distance 0.179

#13 · Gadchirolicell 4750006542

distance 0.18 · cross-district

#14 · Gadchirolicell 4750007129

distance 0.18 · cross-district

#15 · Gadchirolicell 4750007062

distance 0.18 · cross-district

#16 · Gadchirolicell 4750006037

distance 0.18 · cross-district

#17 · Gadchirolicell 4750007009

distance 0.18 · cross-district

#18 · Gadchirolicell 4750006988

distance 0.182 · 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":4730002152}}}'

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.