Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002787

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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002883

distance 0.109

#2 · Nandedcell 4850002608

distance 0.11

#3 · Nandedcell 4850002788

distance 0.118

#4 · Laturcell 4810005920

distance 0.131 · cross-district

#5 · Laturcell 4810005991

distance 0.138 · cross-district

#6 · Laturcell 4810005428

distance 0.146 · cross-district

#7 · Parbhanicell 4890001202

distance 0.147 · cross-district

#8 · Nandedcell 4850003885

distance 0.15

#9 · Laturcell 4810005494

distance 0.152 · cross-district

#10 · Laturcell 4810005504

distance 0.155 · cross-district

#11 · Nandedcell 4850001268

distance 0.155

#12 · Parbhanicell 4890000900

distance 0.156 · cross-district

#13 · Laturcell 4810005636

distance 0.157 · cross-district

#14 · Nandedcell 4850004034

distance 0.158

#15 · Parbhanicell 4890001009

distance 0.159 · cross-district

#16 · Parbhanicell 4890001138

distance 0.159 · cross-district

#17 · Parbhanicell 4890000009

distance 0.159 · cross-district

#18 · Beedcell 4700000834

distance 0.16 · 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":4850002787}}}'

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.