Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005374

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006143

distance 0.163

#2 · Wardhacell 4980000055

distance 0.194 · cross-district

#3 · Nagpurcell 4840002331

distance 0.219 · cross-district

#4 · Bhandaracell 4710001614

distance 0.228 · cross-district

#5 · Nagpurcell 4840002701

distance 0.233 · cross-district

#6 · Nagpurcell 4840002243

distance 0.237 · cross-district

#7 · Yavatmalcell 5000007361

distance 0.238 · cross-district

#8 · Chandrapurcell 4730006260

distance 0.24

#9 · Chandrapurcell 4730005473

distance 0.247

#10 · Nagpurcell 4840001960

distance 0.252 · cross-district

#11 · Nagpurcell 4840001257

distance 0.255 · cross-district

#12 · Yavatmalcell 5000006850

distance 0.258 · cross-district

#13 · Gondiacell 4760000930

distance 0.263 · cross-district

#14 · Yavatmalcell 5000007636

distance 0.266 · cross-district

#15 · Yavatmalcell 5000007762

distance 0.267 · cross-district

#16 · Nagpurcell 4840003805

distance 0.269 · cross-district

#17 · Amravaticell 4680004512

distance 0.27 · cross-district

#18 · Bhandaracell 4710001610

distance 0.27 · 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":4730005374}}}'

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.