Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004592

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002764

distance 0.17

#2 · Nandedcell 4850004659

distance 0.18

#3 · Laturcell 4810005174

distance 0.185 · cross-district

#4 · Washimcell 4990002916

distance 0.204 · cross-district

#5 · Nandedcell 4850004744

distance 0.215

#6 · Laturcell 4810004122

distance 0.217 · cross-district

#7 · Laturcell 4810004592

distance 0.219 · cross-district

#8 · Gadchirolicell 4750003295

distance 0.22 · cross-district

#9 · Laturcell 4810004821

distance 0.221 · cross-district

#10 · Laturcell 4810004416

distance 0.223 · cross-district

#11 · Laturcell 4810004531

distance 0.224 · cross-district

#12 · Nandedcell 4850005017

distance 0.228

#13 · Laturcell 4810003377

distance 0.229 · cross-district

#14 · Laturcell 4810004327

distance 0.23 · cross-district

#15 · Kolhapurcell 4800004055

distance 0.232 · cross-district

#16 · Jalnacell 4790002938

distance 0.233 · cross-district

#17 · Laturcell 4810002834

distance 0.233 · cross-district

#18 · Laturcell 4810005372

distance 0.238 · 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":4850004592}}}'

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.