Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003567

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

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001381

distance 0.172 · cross-district

#2 · Parbhanicell 4890004172

distance 0.238

#3 · Solapurcell 4960006958

distance 0.239 · cross-district

#4 · Parbhanicell 4890002811

distance 0.242

#5 · Hingolicell 4770000650

distance 0.243 · cross-district

#6 · Solapurcell 4960001436

distance 0.248 · cross-district

#7 · Jalgaoncell 4780000265

distance 0.254 · cross-district

#8 · Solapurcell 4960007357

distance 0.258 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001683

distance 0.266 · cross-district

#10 · Solapurcell 4960003978

distance 0.27 · cross-district

#11 · Parbhanicell 4890002912

distance 0.271

#12 · Beedcell 4700000217

distance 0.272 · cross-district

#13 · Beedcell 4700007368

distance 0.273 · cross-district

#14 · Solapurcell 4960001932

distance 0.275 · cross-district

#15 · Akolacell 4670001820

distance 0.275 · cross-district

#16 · Beedcell 4700008261

distance 0.279 · cross-district

#17 · Solapurcell 4960005010

distance 0.28 · cross-district

#18 · Jalgaoncell 4780003177

distance 0.28 · 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":489,"cluster_id":4890003567}}}'

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.