Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000673

The MH-36 locality cells most similar to this Nanded 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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005239

distance 0.148 · cross-district

#2 · Yavatmalcell 5000002218

distance 0.161 · cross-district

#3 · Washimcell 4990002409

distance 0.162 · cross-district

#4 · Nandedcell 4850001294

distance 0.168

#5 · Nandedcell 4850001965

distance 0.169

#6 · Beedcell 4700007981

distance 0.171 · cross-district

#7 · Beedcell 4700005568

distance 0.173 · cross-district

#8 · Beedcell 4700000400

distance 0.177 · cross-district

#9 · Dharashivcell 4880005756

distance 0.179 · cross-district

#10 · Jalgaoncell 4780006407

distance 0.179 · cross-district

#11 · Beedcell 4700001044

distance 0.179 · cross-district

#12 · Solapurcell 4960005254

distance 0.182 · cross-district

#13 · Parbhanicell 4890000616

distance 0.184 · cross-district

#14 · Buldhanacell 4720000628

distance 0.184 · cross-district

#15 · Nandedcell 4850000855

distance 0.186

#16 · Solapurcell 4960005105

distance 0.19 · cross-district

#17 · Solapurcell 4960004565

distance 0.19 · cross-district

#18 · Beedcell 4700001173

distance 0.19 · 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":485,"cluster_id":4850000673}}}'

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.