Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002248

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003376

distance 0.106

#2 · Parbhanicell 4890002655

distance 0.117

#3 · Parbhanicell 4890002242

distance 0.135

#4 · Parbhanicell 4890002671

distance 0.138

#5 · Parbhanicell 4890002230

distance 0.144

#6 · Parbhanicell 4890001902

distance 0.147

#7 · Parbhanicell 4890003159

distance 0.151

#8 · Parbhanicell 4890003082

distance 0.151

#9 · Parbhanicell 4890002486

distance 0.161

#10 · Parbhanicell 4890001827

distance 0.162

#11 · Parbhanicell 4890002348

distance 0.162

#12 · Parbhanicell 4890002491

distance 0.162

#13 · Parbhanicell 4890002024

distance 0.166

#14 · Beedcell 4700007023

distance 0.168 · cross-district

#15 · Parbhanicell 4890002264

distance 0.171

#16 · Hingolicell 4770003532

distance 0.173 · cross-district

#17 · Parbhanicell 4890002337

distance 0.173

#18 · Parbhanicell 4890003160

distance 0.174

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":4890002248}}}'

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.