Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005897

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005902

distance 0.097

#2 · Chandrapurcell 4730006354

distance 0.155

#3 · Chandrapurcell 4730005470

distance 0.158

#4 · Yavatmalcell 5000008213

distance 0.173 · cross-district

#5 · Chandrapurcell 4730006240

distance 0.206

#6 · Bhandaracell 4710001423

distance 0.206 · cross-district

#7 · Chandrapurcell 4730005896

distance 0.213

#8 · Chandrapurcell 4730005469

distance 0.214

#9 · Chandrapurcell 4730005657

distance 0.219

#10 · Chandrapurcell 4730005681

distance 0.223

#11 · Chandrapurcell 4730005895

distance 0.228

#12 · Nagpurcell 4840003328

distance 0.246 · cross-district

#13 · Chandrapurcell 4730007150

distance 0.247

#14 · Gadchirolicell 4750010841

distance 0.252 · cross-district

#15 · Gadchirolicell 4750009783

distance 0.257 · cross-district

#16 · Chandrapurcell 4730005904

distance 0.258

#17 · Gadchirolicell 4750011522

distance 0.263 · cross-district

#18 · Gondiacell 4760001147

distance 0.263 · 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":4730005897}}}'

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.