Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003349

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003939

distance 0.154

#2 · Chandrapurcell 4730003922

distance 0.173

#3 · Chandrapurcell 4730004204

distance 0.178

#4 · Gadchirolicell 4750007474

distance 0.181 · cross-district

#5 · Chandrapurcell 4730003838

distance 0.183

#6 · Gadchirolicell 4750007338

distance 0.197 · cross-district

#7 · Gadchirolicell 4750009247

distance 0.199 · cross-district

#8 · Gadchirolicell 4750008172

distance 0.202 · cross-district

#9 · Chandrapurcell 4730003744

distance 0.202

#10 · Gadchirolicell 4750007893

distance 0.203 · cross-district

#11 · Chandrapurcell 4730003515

distance 0.207

#12 · Yavatmalcell 5000009528

distance 0.207 · cross-district

#13 · Chandrapurcell 4730003925

distance 0.208

#14 · Chandrapurcell 4730004009

distance 0.209

#15 · Gadchirolicell 4750007274

distance 0.215 · cross-district

#16 · Gadchirolicell 4750008623

distance 0.215 · cross-district

#17 · Gadchirolicell 4750007891

distance 0.216 · cross-district

#18 · Chandrapurcell 4730004017

distance 0.216

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":4730003349}}}'

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.