Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003544

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001469

distance 0.182 · cross-district

#2 · Yavatmalcell 5000004989

distance 0.201 · cross-district

#3 · Parbhanicell 4890003568

distance 0.203

#4 · Beedcell 4700007731

distance 0.204 · cross-district

#5 · Parbhanicell 4890003546

distance 0.213

#6 · Beedcell 4700008291

distance 0.216 · cross-district

#7 · Parbhanicell 4890003278

distance 0.219

#8 · Jalnacell 4790001252

distance 0.22 · cross-district

#9 · Beedcell 4700006970

distance 0.221 · cross-district

#10 · Parbhanicell 4890002725

distance 0.224

#11 · Beedcell 4700008204

distance 0.226 · cross-district

#12 · Parbhanicell 4890002900

distance 0.226

#13 · Beedcell 4700008024

distance 0.227 · cross-district

#14 · Jalnacell 4790000563

distance 0.23 · cross-district

#15 · Parbhanicell 4890002489

distance 0.23

#16 · Parbhanicell 4890002568

distance 0.232

#17 · Parbhanicell 4890003515

distance 0.233

#18 · Jalnacell 4790000157

distance 0.235 · 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":4890003544}}}'

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.