Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006543

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005993

distance 0.198

#2 · Chandrapurcell 4730008882

distance 0.213

#3 · Chandrapurcell 4730009256

distance 0.243

#4 · Chandrapurcell 4730002947

distance 0.251

#5 · Buldhanacell 4720001776

distance 0.259 · cross-district

#6 · Gadchirolicell 4750006480

distance 0.262 · cross-district

#7 · Washimcell 4990003302

distance 0.262 · cross-district

#8 · Wardhacell 4980000567

distance 0.263 · cross-district

#9 · Nandedcell 4850000767

distance 0.264 · cross-district

#10 · Gadchirolicell 4750007889

distance 0.266 · cross-district

#11 · Yavatmalcell 5000004481

distance 0.267 · cross-district

#12 · Chandrapurcell 4730009567

distance 0.267

#13 · Jalnacell 4790001471

distance 0.269 · cross-district

#14 · Bhandaracell 4710000257

distance 0.271 · cross-district

#15 · Nandedcell 4850000557

distance 0.271 · cross-district

#16 · Chandrapurcell 4730005337

distance 0.272

#17 · Laturcell 4810000473

distance 0.272 · cross-district

#18 · Gadchirolicell 4750011702

distance 0.273 · 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":4730006543}}}'

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.