Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000331

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000529

distance 0.076

#2 · Laturcell 4810004544

distance 0.096 · cross-district

#3 · Nandedcell 4850000250

distance 0.12

#4 · Nandedcell 4850000393

distance 0.124

#5 · Nandedcell 4850000467

distance 0.126

#6 · Nandedcell 4850000688

distance 0.141

#7 · Laturcell 4810003331

distance 0.142 · cross-district

#8 · Nandedcell 4850000837

distance 0.153

#9 · Nandedcell 4850000439

distance 0.154

#10 · Nandedcell 4850000317

distance 0.154

#11 · Nandedcell 4850000330

distance 0.157

#12 · Laturcell 4810003735

distance 0.162 · cross-district

#13 · Nandedcell 4850000332

distance 0.162

#14 · Nandedcell 4850000256

distance 0.164

#15 · Laturcell 4810004649

distance 0.166 · cross-district

#16 · Laturcell 4810005208

distance 0.166 · cross-district

#17 · Washimcell 4990002903

distance 0.172 · cross-district

#18 · Laturcell 4810003437

distance 0.18 · 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":4850000331}}}'

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.