Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002597

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002598

distance 0.196

#2 · Chandrapurcell 4730002207

distance 0.199

#3 · Chandrapurcell 4730000889

distance 0.205

#4 · Chandrapurcell 4730001736

distance 0.217

#5 · Nagpurcell 4840003415

distance 0.222 · cross-district

#6 · Gadchirolicell 4750007756

distance 0.228 · cross-district

#7 · Chandrapurcell 4730003932

distance 0.228

#8 · Chandrapurcell 4730004398

distance 0.232

#9 · Gondiacell 4760001194

distance 0.234 · cross-district

#10 · Chandrapurcell 4730003439

distance 0.234

#11 · Gadchirolicell 4750007617

distance 0.236 · cross-district

#12 · Chandrapurcell 4730003916

distance 0.239

#13 · Chandrapurcell 4730004019

distance 0.239

#14 · Nagpurcell 4840002284

distance 0.24 · cross-district

#15 · Chandrapurcell 4730004184

distance 0.241

#16 · Chandrapurcell 4730001185

distance 0.242

#17 · Gadchirolicell 4750008853

distance 0.246 · cross-district

#18 · Chandrapurcell 4730004406

distance 0.247

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":4730002597}}}'

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.