Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004356

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004265

distance 0.125

#2 · Chandrapurcell 4730003479

distance 0.175

#3 · Chandrapurcell 4730003982

distance 0.188

#4 · Chandrapurcell 4730003882

distance 0.194

#5 · Chandrapurcell 4730003629

distance 0.197

#6 · Chandrapurcell 4730003563

distance 0.201

#7 · Chandrapurcell 4730003489

distance 0.203

#8 · Chandrapurcell 4730001195

distance 0.213

#9 · Chandrapurcell 4730003635

distance 0.224

#10 · Gadchirolicell 4750006360

distance 0.227 · cross-district

#11 · Chandrapurcell 4730005103

distance 0.228

#12 · Akolacell 4670004579

distance 0.232 · cross-district

#13 · Chandrapurcell 4730003070

distance 0.234

#14 · Chandrapurcell 4730000997

distance 0.237

#15 · Gadchirolicell 4750008376

distance 0.238 · cross-district

#16 · Chandrapurcell 4730003412

distance 0.24

#17 · Chandrapurcell 4730003560

distance 0.242

#18 · Chandrapurcell 4730002216

distance 0.242

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":4730004356}}}'

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.