Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003560

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

0.073

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003635

distance 0.073

#2 · Chandrapurcell 4730002212

distance 0.159

#3 · Chandrapurcell 4730003567

distance 0.16

#4 · Chandrapurcell 4730003213

distance 0.176

#5 · Chandrapurcell 4730003551

distance 0.181

#6 · Chandrapurcell 4730003482

distance 0.19

#7 · Chandrapurcell 4730002216

distance 0.193

#8 · Chandrapurcell 4730003636

distance 0.194

#9 · Chandrapurcell 4730002788

distance 0.198

#10 · Gadchirolicell 4750005786

distance 0.199 · cross-district

#11 · Chandrapurcell 4730003629

distance 0.205

#12 · Chandrapurcell 4730001481

distance 0.205

#13 · Chandrapurcell 4730003492

distance 0.206

#14 · Chandrapurcell 4730002912

distance 0.207

#15 · Chandrapurcell 4730001978

distance 0.207

#16 · Chandrapurcell 4730002481

distance 0.208

#17 · Chandrapurcell 4730002147

distance 0.21

#18 · Gadchirolicell 4750005868

distance 0.21 · 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":4730003560}}}'

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.