Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000766

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000931

distance 0.232 · cross-district

#2 · Nandedcell 4850000241

distance 0.246

#3 · Nandedcell 4850001071

distance 0.247

#4 · Dharashivcell 4880002340

distance 0.248 · cross-district

#5 · Nandedcell 4850001242

distance 0.254

#6 · Yavatmalcell 5000005821

distance 0.254 · cross-district

#7 · Sanglicell 4930004714

distance 0.255 · cross-district

#8 · Beedcell 4700006262

distance 0.259 · cross-district

#9 · Dharashivcell 4880000458

distance 0.262 · cross-district

#10 · Washimcell 4990003228

distance 0.262 · cross-district

#11 · Jalgaoncell 4780005370

distance 0.265 · cross-district

#12 · Washimcell 4990001408

distance 0.266 · cross-district

#13 · Beedcell 4700005836

distance 0.266 · cross-district

#14 · Beedcell 4700000693

distance 0.269 · cross-district

#15 · Beedcell 4700005693

distance 0.269 · cross-district

#16 · Nandedcell 4850000677

distance 0.271

#17 · Nandedcell 4850001017

distance 0.271

#18 · Beedcell 4700005571

distance 0.271 · 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":4850000766}}}'

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.