Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004423

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001964

distance 0.216 · cross-district

#2 · Washimcell 4990002723

distance 0.219 · cross-district

#3 · Beedcell 4700007533

distance 0.227 · cross-district

#4 · Yavatmalcell 5000001991

distance 0.249 · cross-district

#5 · Parbhanicell 4890001953

distance 0.25 · cross-district

#6 · Yavatmalcell 5000002264

distance 0.252 · cross-district

#7 · Yavatmalcell 5000001797

distance 0.255 · cross-district

#8 · Nandedcell 4850000797

distance 0.259 · cross-district

#9 · Washimcell 4990003523

distance 0.26 · cross-district

#10 · Chandrapurcell 4730000666

distance 0.264

#11 · Buldhanacell 4720007659

distance 0.269 · cross-district

#12 · Jalgaoncell 4780004493

distance 0.272 · cross-district

#13 · Akolacell 4670000242

distance 0.274 · cross-district

#14 · Jalgaoncell 4780005014

distance 0.276 · cross-district

#15 · Washimcell 4990002170

distance 0.279 · cross-district

#16 · Yavatmalcell 5000001926

distance 0.282 · cross-district

#17 · Ahmednagarcell 4660013179

distance 0.282 · cross-district

#18 · Nagpurcell 4840001366

distance 0.286 · 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":4730004423}}}'

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.