Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003763

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001483

distance 0.143

#2 · Nandedcell 4850003921

distance 0.228 · cross-district

#3 · Akolacell 4670000310

distance 0.229 · cross-district

#4 · Nandedcell 4850001295

distance 0.235 · cross-district

#5 · Yavatmalcell 5000006893

distance 0.242 · cross-district

#6 · Chandrapurcell 4730000959

distance 0.245

#7 · Gadchirolicell 4750003412

distance 0.246 · cross-district

#8 · Hingolicell 4770000153

distance 0.251 · cross-district

#9 · Yavatmalcell 5000004093

distance 0.261 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690005047

distance 0.266 · cross-district

#11 · Washimcell 4990001565

distance 0.269 · cross-district

#12 · Chandrapurcell 4730002427

distance 0.27

#13 · Hingolicell 4770003512

distance 0.273 · cross-district

#14 · Yavatmalcell 5000002743

distance 0.273 · cross-district

#15 · Jalgaoncell 4780008923

distance 0.274 · cross-district

#16 · Nandedcell 4850000893

distance 0.278 · cross-district

#17 · Jalgaoncell 4780009026

distance 0.28 · cross-district

#18 · Hingolicell 4770001201

distance 0.281 · 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":4730003763}}}'

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.