Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009475

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000044

distance 0.099 · cross-district

#2 · Chandrapurcell 4730009473

distance 0.131

#3 · Chandrapurcell 4730009592

distance 0.131

#4 · Chandrapurcell 4730009476

distance 0.133

#5 · Chandrapurcell 4730009411

distance 0.137

#6 · Chandrapurcell 4730009643

distance 0.153

#7 · Nagpurcell 4840000377

distance 0.156 · cross-district

#8 · Chandrapurcell 4730009474

distance 0.16

#9 · Chandrapurcell 4730009536

distance 0.163

#10 · Chandrapurcell 4730009091

distance 0.163

#11 · Chandrapurcell 4730007342

distance 0.163

#12 · Nagpurcell 4840000647

distance 0.165 · cross-district

#13 · Chandrapurcell 4730009680

distance 0.17

#14 · Chandrapurcell 4730009740

distance 0.172

#15 · Chandrapurcell 4730009292

distance 0.174

#16 · Chandrapurcell 4730009413

distance 0.175

#17 · Nagpurcell 4840000475

distance 0.18 · cross-district

#18 · Nagpurcell 4840000376

distance 0.181 · 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":4730009475}}}'

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.