Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003958

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

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003962

distance 0.08

#2 · Parbhanicell 4890000836

distance 0.12 · cross-district

#3 · Nandedcell 4850003884

distance 0.125

#4 · Nandedcell 4850004030

distance 0.128

#5 · Parbhanicell 4890000779

distance 0.129 · cross-district

#6 · Parbhanicell 4890000609

distance 0.13 · cross-district

#7 · Laturcell 4810005630

distance 0.133 · cross-district

#8 · Nandedcell 4850001608

distance 0.134

#9 · Parbhanicell 4890000555

distance 0.137 · cross-district

#10 · Laturcell 4810005730

distance 0.139 · cross-district

#11 · Beedcell 4700000959

distance 0.14 · cross-district

#12 · Parbhanicell 4890000660

distance 0.142 · cross-district

#13 · Laturcell 4810005782

distance 0.143 · cross-district

#14 · Laturcell 4810006057

distance 0.143 · cross-district

#15 · Nandedcell 4850003663

distance 0.145

#16 · Parbhanicell 4890000663

distance 0.146 · cross-district

#17 · Parbhanicell 4890001014

distance 0.147 · cross-district

#18 · Nandedcell 4850004031

distance 0.147

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":4850003958}}}'

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.