Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001992

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006108

distance 0.338 · cross-district

#2 · Laturcell 4810005474

distance 0.343 · cross-district

#3 · Laturcell 4810006109

distance 0.345 · cross-district

#4 · Ahmednagarcell 4660009452

distance 0.354 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000492

distance 0.358 · cross-district

#6 · Nandedcell 4850001908

distance 0.37

#7 · Laturcell 4810005860

distance 0.371 · cross-district

#8 · Nandedcell 4850002714

distance 0.381

#9 · Ahmednagarcell 4660009965

distance 0.388 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000447

distance 0.39 · cross-district

#11 · Ahmednagarcell 4660009626

distance 0.393 · cross-district

#12 · Laturcell 4810004121

distance 0.394 · cross-district

#13 · Parbhanicell 4890001386

distance 0.395 · cross-district

#14 · Dharashivcell 4880003388

distance 0.397 · cross-district

#15 · Ahmednagarcell 4660011279

distance 0.4 · cross-district

#16 · Solapurcell 4960010337

distance 0.4 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000457

distance 0.401 · cross-district

#18 · Beedcell 4700004292

distance 0.402 · 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":4850001992}}}'

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.