Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002486

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001281

distance 0.237

#2 · Gadchirolicell 4750006831

distance 0.241 · cross-district

#3 · Chandrapurcell 4730002665

distance 0.268

#4 · Nagpurcell 4840006125

distance 0.268 · cross-district

#5 · Chandrapurcell 4730008624

distance 0.271

#6 · Chandrapurcell 4730002483

distance 0.279

#7 · Bhandaracell 4710001120

distance 0.28 · cross-district

#8 · Ahmednagarcell 4660013706

distance 0.285 · cross-district

#9 · Yavatmalcell 5000006068

distance 0.289 · cross-district

#10 · Chandrapurcell 4730005780

distance 0.29

#11 · Jalgaoncell 4780009400

distance 0.292 · cross-district

#12 · Chandrapurcell 4730002418

distance 0.292

#13 · Gadchirolicell 4750010661

distance 0.295 · cross-district

#14 · Gadchirolicell 4750002993

distance 0.299 · cross-district

#15 · Beedcell 4700002776

distance 0.301 · cross-district

#16 · Nagpurcell 4840007941

distance 0.301 · cross-district

#17 · Chandrapurcell 4730001589

distance 0.301

#18 · Gadchirolicell 4750010257

distance 0.302 · 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":4730002486}}}'

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.