Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005040

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.045

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004848

distance 0.045

#2 · Chandrapurcell 4730004944

distance 0.051

#3 · Chandrapurcell 4730004658

distance 0.051

#4 · Chandrapurcell 4730004754

distance 0.066

#5 · Chandrapurcell 4730004942

distance 0.072

#6 · Chandrapurcell 4730004854

distance 0.082

#7 · Chandrapurcell 4730006878

distance 0.106

#8 · Chandrapurcell 4730004659

distance 0.112

#9 · Chandrapurcell 4730004851

distance 0.117

#10 · Chandrapurcell 4730004757

distance 0.12

#11 · Chandrapurcell 4730005042

distance 0.123

#12 · Chandrapurcell 4730004943

distance 0.124

#13 · Chandrapurcell 4730006754

distance 0.127

#14 · Chandrapurcell 4730005136

distance 0.128

#15 · Chandrapurcell 4730005039

distance 0.128

#16 · Chandrapurcell 4730004947

distance 0.128

#17 · Chandrapurcell 4730004850

distance 0.131

#18 · Chandrapurcell 4730005424

distance 0.133

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":4730005040}}}'

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.