Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001717

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000798

distance 0.182

#2 · Nandedcell 4850001720

distance 0.204

#3 · Nandedcell 4850001641

distance 0.237

#4 · Beedcell 4700008599

distance 0.249 · cross-district

#5 · Chandrapurcell 4730002308

distance 0.259 · cross-district

#6 · Jalgaoncell 4780004017

distance 0.259 · cross-district

#7 · Beedcell 4700007725

distance 0.262 · cross-district

#8 · Buldhanacell 4720006766

distance 0.267 · cross-district

#9 · Jalgaoncell 4780007185

distance 0.27 · cross-district

#10 · Chandrapurcell 4730001656

distance 0.27 · cross-district

#11 · Nandedcell 4850002654

distance 0.27

#12 · Dharashivcell 4880000537

distance 0.27 · cross-district

#13 · Washimcell 4990000528

distance 0.272 · cross-district

#14 · Nandedcell 4850002491

distance 0.272

#15 · Jalgaoncell 4780007227

distance 0.273 · cross-district

#16 · Dharashivcell 4880001521

distance 0.275 · cross-district

#17 · Jalnacell 4790004021

distance 0.277 · cross-district

#18 · Kolhapurcell 4800003947

distance 0.279 · 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":4850001717}}}'

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.