Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008045

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007386

distance 0.227

#2 · Yavatmalcell 5000000871

distance 0.254 · cross-district

#3 · Nandedcell 4850008136

distance 0.262

#4 · Beedcell 4700005369

distance 0.271 · cross-district

#5 · Nandedcell 4850008154

distance 0.275

#6 · Sataracell 4940001648

distance 0.277 · cross-district

#7 · Nandedcell 4850006714

distance 0.277

#8 · Nandedcell 4850008244

distance 0.278

#9 · Nandedcell 4850008202

distance 0.279

#10 · Nandedcell 4850007619

distance 0.283

#11 · Parbhanicell 4890003206

distance 0.286 · cross-district

#12 · Jalgaoncell 4780007321

distance 0.288 · cross-district

#13 · Parbhanicell 4890003280

distance 0.289 · cross-district

#14 · Yavatmalcell 5000000885

distance 0.292 · cross-district

#15 · Nandedcell 4850003613

distance 0.292

#16 · Nandedcell 4850005446

distance 0.292

#17 · Nandedcell 4850008126

distance 0.293

#18 · Jalnacell 4790000171

distance 0.294 · 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":4850008045}}}'

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.