Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001026

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

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000870

distance 0.233

#2 · Beedcell 4700005262

distance 0.233 · cross-district

#3 · Beedcell 4700001352

distance 0.24 · cross-district

#4 · Nandedcell 4850001079

distance 0.253

#5 · Yavatmalcell 5000001839

distance 0.259 · cross-district

#6 · Beedcell 4700005141

distance 0.261 · cross-district

#7 · Laturcell 4810004226

distance 0.265 · cross-district

#8 · Jalgaoncell 4780001680

distance 0.266 · cross-district

#9 · Dharashivcell 4880002088

distance 0.27 · cross-district

#10 · Ahmednagarcell 4660011579

distance 0.271 · cross-district

#11 · Nandedcell 4850002409

distance 0.272

#12 · Beedcell 4700005144

distance 0.272 · cross-district

#13 · Jalnacell 4790003116

distance 0.272 · cross-district

#14 · Jalnacell 4790001640

distance 0.272 · cross-district

#15 · Beedcell 4700005411

distance 0.273 · cross-district

#16 · Yavatmalcell 5000004511

distance 0.273 · cross-district

#17 · Yavatmalcell 5000002058

distance 0.274 · cross-district

#18 · Dhulecell 4740002632

distance 0.274 · 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":4850001026}}}'

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.