Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003584

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002415

distance 0.168

#2 · Parbhanicell 4890002485

distance 0.192

#3 · Parbhanicell 4890002424

distance 0.194

#4 · Parbhanicell 4890001679

distance 0.2

#5 · Parbhanicell 4890003252

distance 0.203

#6 · Parbhanicell 4890003080

distance 0.215

#7 · Parbhanicell 4890002264

distance 0.217

#8 · Parbhanicell 4890001684

distance 0.22

#9 · Yavatmalcell 5000002594

distance 0.223 · cross-district

#10 · Parbhanicell 4890001750

distance 0.223

#11 · Parbhanicell 4890002251

distance 0.223

#12 · Parbhanicell 4890002928

distance 0.225

#13 · Parbhanicell 4890002671

distance 0.225

#14 · Parbhanicell 4890001930

distance 0.226

#15 · Parbhanicell 4890002497

distance 0.227

#16 · Parbhanicell 4890003244

distance 0.227

#17 · Parbhanicell 4890002024

distance 0.229

#18 · Parbhanicell 4890002005

distance 0.23

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":4890003584}}}'

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.