Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005339

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780000534

distance 0.214 · cross-district

#2 · Chandrapurcell 4730007115

distance 0.221

#3 · Chandrapurcell 4730005048

distance 0.224

#4 · Chandrapurcell 4730007006

distance 0.227

#5 · Jalgaoncell 4780005301

distance 0.228 · cross-district

#6 · Chandrapurcell 4730005354

distance 0.232

#7 · Chandrapurcell 4730005242

distance 0.232

#8 · Chandrapurcell 4730001186

distance 0.234

#9 · Gadchirolicell 4750010919

distance 0.235 · cross-district

#10 · Chandrapurcell 4730006552

distance 0.239

#11 · Chandrapurcell 4730007074

distance 0.242

#12 · Chandrapurcell 4730004766

distance 0.244

#13 · Wardhacell 4980000023

distance 0.247 · cross-district

#14 · Jalgaoncell 4780000812

distance 0.25 · cross-district

#15 · Chandrapurcell 4730002804

distance 0.251

#16 · Jalgaoncell 4780000350

distance 0.251 · cross-district

#17 · Chandrapurcell 4730007234

distance 0.252

#18 · Nagpurcell 4840007493

distance 0.253 · 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":4730005339}}}'

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.