Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002483

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001281

distance 0.124

#2 · Chandrapurcell 4730001925

distance 0.224

#3 · Chandrapurcell 4730000835

distance 0.237

#4 · Chandrapurcell 4730002616

distance 0.242

#5 · Nagpurcell 4840001967

distance 0.243 · cross-district

#6 · Jalgaoncell 4780000095

distance 0.248 · cross-district

#7 · Chandrapurcell 4730000671

distance 0.249

#8 · Chandrapurcell 4730001590

distance 0.257

#9 · Gadchirolicell 4750003878

distance 0.257 · cross-district

#10 · Gadchirolicell 4750002993

distance 0.258 · cross-district

#11 · Nagpurcell 4840007932

distance 0.261 · cross-district

#12 · Chandrapurcell 4730001401

distance 0.261

#13 · Chandrapurcell 4730001591

distance 0.263

#14 · Chandrapurcell 4730001314

distance 0.263

#15 · Gadchirolicell 4750003688

distance 0.264 · cross-district

#16 · Chandrapurcell 4730001487

distance 0.267

#17 · Nagpurcell 4840008359

distance 0.268 · cross-district

#18 · Gadchirolicell 4750004707

distance 0.271 · 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":4730002483}}}'

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.