Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002491

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 8 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 · Nandedcell 4850002304

distance 0.219

#2 · Yavatmalcell 5000005543

distance 0.221 · cross-district

#3 · Buldhanacell 4720001658

distance 0.227 · cross-district

#4 · Nandedcell 4850001720

distance 0.229

#5 · Dharashivcell 4880002323

distance 0.233 · cross-district

#6 · Nandedcell 4850002654

distance 0.239

#7 · Nandedcell 4850002236

distance 0.239

#8 · Beedcell 4700005452

distance 0.242 · cross-district

#9 · Yavatmalcell 5000006418

distance 0.245 · cross-district

#10 · Solapurcell 4960005088

distance 0.252 · cross-district

#11 · Buldhanacell 4720002278

distance 0.253 · cross-district

#12 · Beedcell 4700008062

distance 0.255 · cross-district

#13 · Nandedcell 4850007138

distance 0.255

#14 · Ahmednagarcell 4660000207

distance 0.256 · cross-district

#15 · Ahmednagarcell 4660009071

distance 0.257 · cross-district

#16 · Nandedcell 4850008777

distance 0.261

#17 · Jalgaoncell 4780007601

distance 0.266 · cross-district

#18 · Ahmednagarcell 4660002295

distance 0.267 · 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":4850002491}}}'

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.