Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002568

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 5 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 · Beedcell 4700008204

distance 0.172 · cross-district

#2 · Parbhanicell 4890002081

distance 0.187

#3 · Beedcell 4700007239

distance 0.189 · cross-district

#4 · Beedcell 4700006927

distance 0.189 · cross-district

#5 · Parbhanicell 4890002586

distance 0.195

#6 · Parbhanicell 4890001819

distance 0.198

#7 · Washimcell 4990000823

distance 0.198 · cross-district

#8 · Parbhanicell 4890003568

distance 0.198

#9 · Parbhanicell 4890003302

distance 0.201

#10 · Parbhanicell 4890003546

distance 0.202

#11 · Parbhanicell 4890002402

distance 0.202

#12 · Parbhanicell 4890002654

distance 0.204

#13 · Parbhanicell 4890002406

distance 0.204

#14 · Solapurcell 4960012238

distance 0.206 · cross-district

#15 · Washimcell 4990002692

distance 0.207 · cross-district

#16 · Parbhanicell 4890002489

distance 0.21

#17 · Parbhanicell 4890003515

distance 0.212

#18 · Jalnacell 4790000563

distance 0.212 · 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":4890002568}}}'

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.