Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001600

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001984

distance 0.179

#2 · Nandedcell 4850001660

distance 0.196

#3 · Nandedcell 4850003842

distance 0.203

#4 · Ahmednagarcell 4660010440

distance 0.209 · cross-district

#5 · Nandedcell 4850001673

distance 0.21

#6 · Beedcell 4700007871

distance 0.212 · cross-district

#7 · Sanglicell 4930002070

distance 0.226 · cross-district

#8 · Washimcell 4990003281

distance 0.228 · cross-district

#9 · Nandedcell 4850003753

distance 0.229

#10 · Ahmednagarcell 4660014290

distance 0.23 · cross-district

#11 · Nandedcell 4850004053

distance 0.23

#12 · Washimcell 4990002737

distance 0.236 · cross-district

#13 · Nandedcell 4850001983

distance 0.238

#14 · Washimcell 4990001657

distance 0.238 · cross-district

#15 · Nandedcell 4850003779

distance 0.24

#16 · Chhatrapati Sambhajinagarcell 4690004149

distance 0.24 · cross-district

#17 · Nandedcell 4850002139

distance 0.242

#18 · Chhatrapati Sambhajinagarcell 4690004150

distance 0.244 · 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":4850001600}}}'

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.