Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002057

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004740

distance 0.229

#2 · Beedcell 4700005443

distance 0.233 · cross-district

#3 · Sanglicell 4930001317

distance 0.234 · cross-district

#4 · Nandedcell 4850005259

distance 0.242

#5 · Kolhapurcell 4800005763

distance 0.243 · cross-district

#6 · Buldhanacell 4720001712

distance 0.246 · cross-district

#7 · Dharashivcell 4880000615

distance 0.255 · cross-district

#8 · Ahmednagarcell 4660004097

distance 0.264 · cross-district

#9 · Nashikcell 4870003302

distance 0.268 · cross-district

#10 · Parbhanicell 4890003166

distance 0.271 · cross-district

#11 · Nandedcell 4850004924

distance 0.272

#12 · Sanglicell 4930001909

distance 0.273 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001752

distance 0.274 · cross-district

#14 · Ahmednagarcell 4660000265

distance 0.274 · cross-district

#15 · Dharashivcell 4880005787

distance 0.274 · cross-district

#16 · Dharashivcell 4880005300

distance 0.275 · cross-district

#17 · Nandedcell 4850003670

distance 0.281

#18 · Beedcell 4700008147

distance 0.283 · 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":4850002057}}}'

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.