Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007436

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

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007570

distance 0.219

#2 · Chandrapurcell 4730006160

distance 0.318

#3 · Yavatmalcell 5000007575

distance 0.334 · cross-district

#4 · Nandedcell 4850009102

distance 0.349 · cross-district

#5 · Chandrapurcell 4730005450

distance 0.35

#6 · Chandrapurcell 4730008091

distance 0.359

#7 · Gadchirolicell 4750009193

distance 0.371 · cross-district

#8 · Chandrapurcell 4730007455

distance 0.371

#9 · Gadchirolicell 4750009376

distance 0.372 · cross-district

#10 · Yavatmalcell 5000002825

distance 0.381 · cross-district

#11 · Chandrapurcell 4730007693

distance 0.385

#12 · Yavatmalcell 5000006548

distance 0.385 · cross-district

#13 · Nagpurcell 4840000839

distance 0.389 · cross-district

#14 · Chandrapurcell 4730005153

distance 0.39

#15 · Yavatmalcell 5000002974

distance 0.392 · cross-district

#16 · Yavatmalcell 5000008364

distance 0.392 · cross-district

#17 · Chandrapurcell 4730002753

distance 0.395

#18 · Chandrapurcell 4730004497

distance 0.395

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":4730007436}}}'

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.