Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002963

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008217

distance 0.257 · cross-district

#2 · Nandedcell 4850005232

distance 0.273

#3 · Dharashivcell 4880004130

distance 0.286 · cross-district

#4 · Nandedcell 4850004193

distance 0.295

#5 · Yavatmalcell 5000000104

distance 0.297 · cross-district

#6 · Nandedcell 4850005850

distance 0.298

#7 · Nandedcell 4850003496

distance 0.3

#8 · Dharashivcell 4880003760

distance 0.304 · cross-district

#9 · Beedcell 4700008785

distance 0.312 · cross-district

#10 · Buldhanacell 4720002235

distance 0.321 · cross-district

#11 · Nandedcell 4850005268

distance 0.322

#12 · Laturcell 4810004720

distance 0.324 · cross-district

#13 · Nandedcell 4850004295

distance 0.325

#14 · Laturcell 4810002458

distance 0.325 · cross-district

#15 · Nandedcell 4850006699

distance 0.325

#16 · Solapurcell 4960011281

distance 0.329 · cross-district

#17 · Dharashivcell 4880001513

distance 0.332 · cross-district

#18 · Beedcell 4700001694

distance 0.332 · 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":4850002963}}}'

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.