Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005773

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005667

distance 0.169

#2 · Chandrapurcell 4730007129

distance 0.172

#3 · Chandrapurcell 4730007124

distance 0.202

#4 · Chandrapurcell 4730006571

distance 0.215

#5 · Chandrapurcell 4730005774

distance 0.218

#6 · Chandrapurcell 4730005880

distance 0.219

#7 · Chandrapurcell 4730005559

distance 0.227

#8 · Gadchirolicell 4750010975

distance 0.23 · cross-district

#9 · Chandrapurcell 4730007130

distance 0.239

#10 · Chandrapurcell 4730005666

distance 0.239

#11 · Gadchirolicell 4750006797

distance 0.239 · cross-district

#12 · Gadchirolicell 4750010516

distance 0.241 · cross-district

#13 · Bhandaracell 4710000811

distance 0.243 · cross-district

#14 · Chandrapurcell 4730007248

distance 0.247

#15 · Bhandaracell 4710000556

distance 0.251 · cross-district

#16 · Chandrapurcell 4730008756

distance 0.252

#17 · Gadchirolicell 4750010054

distance 0.257 · cross-district

#18 · Chandrapurcell 4730007245

distance 0.258

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":4730005773}}}'

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.