Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002175

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003085

distance 0.151

#2 · Parbhanicell 4890003412

distance 0.162

#3 · Parbhanicell 4890003165

distance 0.162

#4 · Parbhanicell 4890002099

distance 0.186

#5 · Parbhanicell 4890003088

distance 0.201

#6 · Kolhapurcell 4800004011

distance 0.21 · cross-district

#7 · Laturcell 4810003380

distance 0.212 · cross-district

#8 · Parbhanicell 4890003000

distance 0.22

#9 · Jalgaoncell 4780001903

distance 0.221 · cross-district

#10 · Parbhanicell 4890002098

distance 0.222

#11 · Beedcell 4700005944

distance 0.226 · cross-district

#12 · Parbhanicell 4890001682

distance 0.23

#13 · Beedcell 4700007343

distance 0.234 · cross-district

#14 · Nandedcell 4850008913

distance 0.236 · cross-district

#15 · Parbhanicell 4890002594

distance 0.236

#16 · Parbhanicell 4890003405

distance 0.236

#17 · Laturcell 4810003993

distance 0.236 · cross-district

#18 · Beedcell 4700008700

distance 0.241 · 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":4890002175}}}'

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.