Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003405

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002803

distance 0.194

#2 · Chandrapurcell 4730002921

distance 0.204

#3 · Chandrapurcell 4730003552

distance 0.218

#4 · Gadchirolicell 4750010059

distance 0.234 · cross-district

#5 · Gadchirolicell 4750008523

distance 0.238 · cross-district

#6 · Akolacell 4670003228

distance 0.244 · cross-district

#7 · Chandrapurcell 4730003889

distance 0.244

#8 · Chandrapurcell 4730003719

distance 0.247

#9 · Chandrapurcell 4730004616

distance 0.25

#10 · Akolacell 4670001103

distance 0.251 · cross-district

#11 · Akolacell 4670001380

distance 0.251 · cross-district

#12 · Yavatmalcell 5000003246

distance 0.253 · cross-district

#13 · Gadchirolicell 4750005783

distance 0.253 · cross-district

#14 · Gadchirolicell 4750008116

distance 0.254 · cross-district

#15 · Akolacell 4670001096

distance 0.258 · cross-district

#16 · Amravaticell 4680001222

distance 0.261 · cross-district

#17 · Chandrapurcell 4730003718

distance 0.262

#18 · Chandrapurcell 4730002452

distance 0.262

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":4730003405}}}'

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.