Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009421

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009539

distance 0.147

#2 · Chandrapurcell 4730009361

distance 0.176

#3 · Chandrapurcell 4730009360

distance 0.187

#4 · Chandrapurcell 4730009362

distance 0.194

#5 · Chandrapurcell 4730009480

distance 0.196

#6 · Chandrapurcell 4730009726

distance 0.201

#7 · Chandrapurcell 4730008656

distance 0.216

#8 · Chandrapurcell 4730009300

distance 0.227

#9 · Chandrapurcell 4730009479

distance 0.229

#10 · Bhandaracell 4710000853

distance 0.245 · cross-district

#11 · Chandrapurcell 4730009174

distance 0.25

#12 · Bhandaracell 4710001249

distance 0.251 · cross-district

#13 · Chandrapurcell 4730009538

distance 0.253

#14 · Chandrapurcell 4730009481

distance 0.255

#15 · Bhandaracell 4710000608

distance 0.256 · cross-district

#16 · Chandrapurcell 4730008582

distance 0.257

#17 · Bhandaracell 4710000047

distance 0.26 · cross-district

#18 · Amravaticell 4680009011

distance 0.262 · 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":4730009421}}}'

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.