Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003739

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003815

distance 0.091

#2 · Parbhanicell 4890000668

distance 0.123 · cross-district

#3 · Laturcell 4810005959

distance 0.132 · cross-district

#4 · Laturcell 4810005994

distance 0.133 · cross-district

#5 · Beedcell 4700000835

distance 0.135 · cross-district

#6 · Nandedcell 4850003738

distance 0.135

#7 · Laturcell 4810006023

distance 0.138 · cross-district

#8 · Nandedcell 4850002604

distance 0.152

#9 · Nandedcell 4850003660

distance 0.161

#10 · Laturcell 4810005708

distance 0.165 · cross-district

#11 · Nandedcell 4850003251

distance 0.165

#12 · Laturcell 4810005884

distance 0.167 · cross-district

#13 · Nandedcell 4850003884

distance 0.168

#14 · Nandedcell 4850002077

distance 0.168

#15 · Laturcell 4810005706

distance 0.169 · cross-district

#16 · Parbhanicell 4890000662

distance 0.169 · cross-district

#17 · Parbhanicell 4890000718

distance 0.171 · cross-district

#18 · Beedcell 4700000610

distance 0.171 · 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":4850003739}}}'

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.