Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008963

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

0.042

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008961

distance 0.042

#2 · Chandrapurcell 4730009034

distance 0.046

#3 · Chandrapurcell 4730008962

distance 0.069

#4 · Chandrapurcell 4730009032

distance 0.071

#5 · Chandrapurcell 4730009173

distance 0.071

#6 · Chandrapurcell 4730009105

distance 0.078

#7 · Chandrapurcell 4730007333

distance 0.087

#8 · Chandrapurcell 4730008964

distance 0.102

#9 · Nagpurcell 4840000002

distance 0.106 · cross-district

#10 · Chandrapurcell 4730009081

distance 0.114

#11 · Chandrapurcell 4730009235

distance 0.116

#12 · Chandrapurcell 4730009033

distance 0.123

#13 · Chandrapurcell 4730008892

distance 0.123

#14 · Nagpurcell 4840000003

distance 0.126 · cross-district

#15 · Chandrapurcell 4730009150

distance 0.129

#16 · Chandrapurcell 4730009212

distance 0.133

#17 · Chandrapurcell 4730007337

distance 0.144

#18 · Chandrapurcell 4730007334

distance 0.147

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":4730008963}}}'

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.