Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007552

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007472

distance 0.157

#2 · Chandrapurcell 4730009371

distance 0.189

#3 · Chandrapurcell 4730008503

distance 0.189

#4 · Gadchirolicell 4750009675

distance 0.201 · cross-district

#5 · Bhandaracell 4710000398

distance 0.207 · cross-district

#6 · Chandrapurcell 4730009221

distance 0.211

#7 · Chandrapurcell 4730008258

distance 0.213

#8 · Chandrapurcell 4730007550

distance 0.226

#9 · Chandrapurcell 4730009533

distance 0.226

#10 · Bhandaracell 4710001231

distance 0.23 · cross-district

#11 · Chandrapurcell 4730009658

distance 0.231

#12 · Chandrapurcell 4730009316

distance 0.233

#13 · Chandrapurcell 4730007002

distance 0.233

#14 · Nagpurcell 4840000030

distance 0.235 · cross-district

#15 · Nagpurcell 4840000038

distance 0.236 · cross-district

#16 · Bhandaracell 4710001276

distance 0.237 · cross-district

#17 · Chandrapurcell 4730005972

distance 0.238

#18 · Gadchirolicell 4750010370

distance 0.238 · 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":4730007552}}}'

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.