Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003929

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005016

distance 0.197

#2 · Chhatrapati Sambhajinagarcell 4690003374

distance 0.215 · cross-district

#3 · Nandedcell 4850004144

distance 0.223

#4 · Nandedcell 4850007261

distance 0.224

#5 · Nandedcell 4850004284

distance 0.224

#6 · Nandedcell 4850002830

distance 0.227

#7 · Nandedcell 4850004346

distance 0.227

#8 · Solapurcell 4960011648

distance 0.245 · cross-district

#9 · Parbhanicell 4890001955

distance 0.247 · cross-district

#10 · Hingolicell 4770002400

distance 0.248 · cross-district

#11 · Chandrapurcell 4730002606

distance 0.251 · cross-district

#12 · Jalgaoncell 4780007379

distance 0.252 · cross-district

#13 · Nandedcell 4850004214

distance 0.252

#14 · Nandedcell 4850005219

distance 0.253

#15 · Parbhanicell 4890002449

distance 0.255 · cross-district

#16 · Punecell 4900001077

distance 0.257 · cross-district

#17 · Nandedcell 4850004287

distance 0.258

#18 · Chhatrapati Sambhajinagarcell 4690003169

distance 0.258 · 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":4850003929}}}'

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.