Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008897

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008881

distance 0.202

#2 · Bhandaracell 4710000065

distance 0.233 · cross-district

#3 · Gondiacell 4760000208

distance 0.258 · cross-district

#4 · Chandrapurcell 4730008660

distance 0.26

#5 · Chandrapurcell 4730009021

distance 0.26

#6 · Chandrapurcell 4730008957

distance 0.264

#7 · Chandrapurcell 4730007104

distance 0.269

#8 · Gadchirolicell 4750011717

distance 0.27 · cross-district

#9 · Chandrapurcell 4730009329

distance 0.271

#10 · Gadchirolicell 4750011716

distance 0.271 · cross-district

#11 · Chandrapurcell 4730007341

distance 0.271

#12 · Bhandaracell 4710001483

distance 0.272 · cross-district

#13 · Chandrapurcell 4730009165

distance 0.274

#14 · Chandrapurcell 4730009653

distance 0.276

#15 · Bhandaracell 4710001630

distance 0.277 · cross-district

#16 · Chandrapurcell 4730007963

distance 0.278

#17 · Nagpurcell 4840000004

distance 0.278 · cross-district

#18 · Chandrapurcell 4730006546

distance 0.28

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":4730008897}}}'

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.