Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003271

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003344

distance 0.271

#2 · Hingolicell 4770003929

distance 0.345 · cross-district

#3 · Parbhanicell 4890002540

distance 0.355

#4 · Parbhanicell 4890002380

distance 0.36

#5 · Laturcell 4810005454

distance 0.367 · cross-district

#6 · Hingolicell 4770000969

distance 0.37 · cross-district

#7 · Akolacell 4670002159

distance 0.376 · cross-district

#8 · Parbhanicell 4890002701

distance 0.381

#9 · Hingolicell 4770001212

distance 0.381 · cross-district

#10 · Akolacell 4670001758

distance 0.385 · cross-district

#11 · Parbhanicell 4890003112

distance 0.388

#12 · Parbhanicell 4890003272

distance 0.39

#13 · Hingolicell 4770001213

distance 0.391 · cross-district

#14 · Kolhapurcell 4800004775

distance 0.391 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002997

distance 0.394 · cross-district

#16 · Bhandaracell 4710000772

distance 0.396 · cross-district

#17 · Nandedcell 4850000323

distance 0.396 · cross-district

#18 · Washimcell 4990004011

distance 0.397 · 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":4890003271}}}'

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.