Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001427

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001177

distance 0.164

#2 · Nandedcell 4850000952

distance 0.181

#3 · Nandedcell 4850002284

distance 0.197

#4 · Jalnacell 4790004153

distance 0.197 · cross-district

#5 · Washimcell 4990001600

distance 0.205 · cross-district

#6 · Parbhanicell 4890002113

distance 0.216 · cross-district

#7 · Nandedcell 4850001239

distance 0.218

#8 · Washimcell 4990003767

distance 0.219 · cross-district

#9 · Akolacell 4670000783

distance 0.22 · cross-district

#10 · Chandrapurcell 4730003690

distance 0.222 · cross-district

#11 · Hingolicell 4770001654

distance 0.224 · cross-district

#12 · Hingolicell 4770001707

distance 0.225 · cross-district

#13 · Hingolicell 4770004017

distance 0.225 · cross-district

#14 · Chandrapurcell 4730001690

distance 0.227 · cross-district

#15 · Jalnacell 4790000009

distance 0.227 · cross-district

#16 · Beedcell 4700001945

distance 0.227 · cross-district

#17 · Hingolicell 4770000134

distance 0.227 · cross-district

#18 · Hingolicell 4770000318

distance 0.228 · 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":4850001427}}}'

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.