Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001362

The MH-36 locality cells most similar to this Parbhani 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

0.91

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 · Parbhanicell 4890001288

distance 0.197

#2 · Parbhanicell 4890001169

distance 0.217

#3 · Parbhanicell 4890001299

distance 0.238

#4 · Parbhanicell 4890001286

distance 0.238

#5 · Parbhanicell 4890001363

distance 0.243

#6 · Laturcell 4810006115

distance 0.253 · cross-district

#7 · Wardhacell 4980002872

distance 0.255 · cross-district

#8 · Parbhanicell 4890001293

distance 0.257

#9 · Chhatrapati Sambhajinagarcell 4690007482

distance 0.259 · cross-district

#10 · Beedcell 4700000419

distance 0.261 · cross-district

#11 · Jalgaoncell 4780003446

distance 0.265 · cross-district

#12 · Laturcell 4810005847

distance 0.265 · cross-district

#13 · Parbhanicell 4890001049

distance 0.267

#14 · Parbhanicell 4890001352

distance 0.268

#15 · Parbhanicell 4890001047

distance 0.268

#16 · Parbhanicell 4890001439

distance 0.274

#17 · Chandrapurcell 4730006887

distance 0.274 · cross-district

#18 · Parbhanicell 4890001431

distance 0.275

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":489,"cluster_id":4890001362}}}'

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.