Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002607

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

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001954

distance 0.121

#2 · Parbhanicell 4890002687

distance 0.178

#3 · Parbhanicell 4890003002

distance 0.184

#4 · Parbhanicell 4890002449

distance 0.189

#5 · Jalnacell 4790000445

distance 0.191 · cross-district

#6 · Nagpurcell 4840002357

distance 0.199 · cross-district

#7 · Jalgaoncell 4780004998

distance 0.21 · cross-district

#8 · Ahmednagarcell 4660011897

distance 0.216 · cross-district

#9 · Beedcell 4700007348

distance 0.217 · cross-district

#10 · Beedcell 4700007347

distance 0.219 · cross-district

#11 · Parbhanicell 4890002772

distance 0.219

#12 · Hingolicell 4770002140

distance 0.22 · cross-district

#13 · Chandrapurcell 4730004992

distance 0.223 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000911

distance 0.224 · cross-district

#15 · Parbhanicell 4890001955

distance 0.224

#16 · Hingolicell 4770003710

distance 0.227 · cross-district

#17 · Parbhanicell 4890001481

distance 0.229

#18 · Nagpurcell 4840007520

distance 0.231 · 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":4890002607}}}'

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.