Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005110

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 7 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.36

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006830

distance 0.36 · cross-district

#2 · Chandrapurcell 4730005206

distance 0.404

#3 · Kolhapurcell 4800002275

distance 0.448 · cross-district

#4 · Dharashivcell 4880006095

distance 0.49 · cross-district

#5 · Gadchirolicell 4750000023

distance 0.5 · cross-district

#6 · Nagpurcell 4840008619

distance 0.544 · cross-district

#7 · Nagpurcell 4840001570

distance 0.551 · cross-district

#8 · Gadchirolicell 4750000019

distance 0.557 · cross-district

#9 · Raigadcell 4910004991

distance 0.571 · cross-district

#10 · Kolhapurcell 4800002181

distance 0.599 · cross-district

#11 · Gadchirolicell 4750000021

distance 0.619 · cross-district

#12 · Nagpurcell 4840001051

distance 0.62 · cross-district

#13 · Gadchirolicell 4750000022

distance 0.633 · cross-district

#14 · Gadchirolicell 4750000024

distance 0.636 · cross-district

#15 · Yavatmalcell 5000011479

distance 0.642 · cross-district

#16 · Nagpurcell 4840008631

distance 0.65 · cross-district

#17 · Nagpurcell 4840000918

distance 0.668 · cross-district

#18 · Nagpurcell 4840001194

distance 0.676 · 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":4730005110}}}'

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.