Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002876

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000161

distance 0.107 · cross-district

#2 · Parbhanicell 4890000316

distance 0.133 · cross-district

#3 · Laturcell 4810006163

distance 0.136 · cross-district

#4 · Nandedcell 4850003066

distance 0.138

#5 · Parbhanicell 4890000423

distance 0.138 · cross-district

#6 · Parbhanicell 4890000320

distance 0.139 · cross-district

#7 · Laturcell 4810005929

distance 0.144 · cross-district

#8 · Nandedcell 4850001925

distance 0.144

#9 · Beedcell 4700001958

distance 0.148 · cross-district

#10 · Nandedcell 4850002010

distance 0.15

#11 · Parbhanicell 4890000162

distance 0.152 · cross-district

#12 · Parbhanicell 4890000779

distance 0.153 · cross-district

#13 · Parbhanicell 4890000663

distance 0.153 · cross-district

#14 · Nandedcell 4850004103

distance 0.154

#15 · Laturcell 4810005630

distance 0.155 · cross-district

#16 · Parbhanicell 4890000008

distance 0.157 · cross-district

#17 · Laturcell 4810005730

distance 0.157 · cross-district

#18 · Nandedcell 4850002258

distance 0.157

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":4850002876}}}'

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.