Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000432

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.051

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000647

distance 0.051

#2 · Laturcell 4810005200

distance 0.097 · cross-district

#3 · Laturcell 4810004234

distance 0.109 · cross-district

#4 · Laturcell 4810004635

distance 0.121 · cross-district

#5 · Laturcell 4810005115

distance 0.131 · cross-district

#6 · Laturcell 4810004534

distance 0.134 · cross-district

#7 · Laturcell 4810004931

distance 0.134 · cross-district

#8 · Laturcell 4810004239

distance 0.134 · cross-district

#9 · Nandedcell 4850000398

distance 0.137

#10 · Laturcell 4810003228

distance 0.15 · cross-district

#11 · Nandedcell 4850000366

distance 0.151

#12 · Laturcell 4810005021

distance 0.154 · cross-district

#13 · Laturcell 4810003938

distance 0.154 · cross-district

#14 · Laturcell 4810000308

distance 0.156 · cross-district

#15 · Laturcell 4810003834

distance 0.156 · cross-district

#16 · Laturcell 4810003126

distance 0.156 · cross-district

#17 · Laturcell 4810003634

distance 0.158 · cross-district

#18 · Laturcell 4810003935

distance 0.161 · 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":4850000432}}}'

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.