Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003221

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000672

distance 0.176

#2 · Parbhanicell 4890003138

distance 0.192

#3 · Chhatrapati Sambhajinagarcell 4690000271

distance 0.194 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000429

distance 0.201 · cross-district

#5 · Parbhanicell 4890002819

distance 0.21

#6 · Beedcell 4700005617

distance 0.218 · cross-district

#7 · Jalgaoncell 4780006412

distance 0.228 · cross-district

#8 · Parbhanicell 4890003432

distance 0.259

#9 · Chhatrapati Sambhajinagarcell 4690000316

distance 0.262 · cross-district

#10 · Nandedcell 4850002308

distance 0.262 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000479

distance 0.268 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000388

distance 0.269 · cross-district

#13 · Washimcell 4990002458

distance 0.274 · cross-district

#14 · Sataracell 4940000477

distance 0.275 · cross-district

#15 · Parbhanicell 4890002727

distance 0.276

#16 · Parbhanicell 4890002979

distance 0.276

#17 · Ahmednagarcell 4660009307

distance 0.277 · cross-district

#18 · Parbhanicell 4890003352

distance 0.282

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":4890003221}}}'

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.