Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002586

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001729

distance 0.127

#2 · Parbhanicell 4890003168

distance 0.139

#3 · Parbhanicell 4890001658

distance 0.144

#4 · Parbhanicell 4890002499

distance 0.15

#5 · Parbhanicell 4890001659

distance 0.153

#6 · Parbhanicell 4890002722

distance 0.154

#7 · Ahmednagarcell 4660009128

distance 0.165 · cross-district

#8 · Parbhanicell 4890001770

distance 0.167

#9 · Jalnacell 4790000104

distance 0.171 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003179

distance 0.172 · cross-district

#11 · Washimcell 4990000447

distance 0.175 · cross-district

#12 · Parbhanicell 4890002344

distance 0.176

#13 · Jalnacell 4790000251

distance 0.177 · cross-district

#14 · Parbhanicell 4890002163

distance 0.18

#15 · Beedcell 4700007717

distance 0.181 · cross-district

#16 · Parbhanicell 4890002339

distance 0.183

#17 · Parbhanicell 4890003443

distance 0.183

#18 · Parbhanicell 4890003515

distance 0.184

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":4890002586}}}'

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.