Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001209

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005834

distance 0.09 · cross-district

#2 · Nandedcell 4850001204

distance 0.104

#3 · Nandedcell 4850001146

distance 0.107

#4 · Nandedcell 4850001208

distance 0.12

#5 · Nandedcell 4850001147

distance 0.146

#6 · Nandedcell 4850001470

distance 0.15

#7 · Nandedcell 4850001471

distance 0.167

#8 · Parbhanicell 4890000897

distance 0.169 · cross-district

#9 · Laturcell 4810004526

distance 0.172 · cross-district

#10 · Laturcell 4810005545

distance 0.173 · cross-district

#11 · Laturcell 4810005945

distance 0.173 · cross-district

#12 · Nandedcell 4850002269

distance 0.173

#13 · Parbhanicell 4890000776

distance 0.177 · cross-district

#14 · Nandedcell 4850004106

distance 0.179

#15 · Nandedcell 4850001548

distance 0.18

#16 · Nandedcell 4850003101

distance 0.182

#17 · Laturcell 4810005950

distance 0.182 · cross-district

#18 · Parbhanicell 4890000285

distance 0.183 · 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":4850001209}}}'

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.