Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001999

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005791

distance 0.195 · cross-district

#2 · Ahmednagarcell 4660005608

distance 0.231 · cross-district

#3 · Nandedcell 4850001404

distance 0.257

#4 · Nandedcell 4850002623

distance 0.261

#5 · Nandedcell 4850002521

distance 0.264

#6 · Laturcell 4810005598

distance 0.266 · cross-district

#7 · Nandedcell 4850002980

distance 0.271

#8 · Nandedcell 4850001384

distance 0.271

#9 · Dharashivcell 4880002945

distance 0.279 · cross-district

#10 · Nandedcell 4850002427

distance 0.279

#11 · Dharashivcell 4880004123

distance 0.28 · cross-district

#12 · Ahmednagarcell 4660005490

distance 0.282 · cross-district

#13 · Nandedcell 4850001385

distance 0.283

#14 · Beedcell 4700000953

distance 0.286 · cross-district

#15 · Nandedcell 4850002624

distance 0.288

#16 · Nandedcell 4850002617

distance 0.289

#17 · Solapurcell 4960004283

distance 0.29 · cross-district

#18 · Nandedcell 4850001842

distance 0.292

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":4850001999}}}'

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.