Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003589

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001834

distance 0.139

#2 · Parbhanicell 4890003407

distance 0.147

#3 · Parbhanicell 4890002585

distance 0.16

#4 · Parbhanicell 4890002927

distance 0.162

#5 · Parbhanicell 4890003393

distance 0.184

#6 · Parbhanicell 4890003520

distance 0.191

#7 · Parbhanicell 4890002193

distance 0.192

#8 · Parbhanicell 4890002843

distance 0.195

#9 · Parbhanicell 4890003448

distance 0.202

#10 · Parbhanicell 4890003014

distance 0.205

#11 · Parbhanicell 4890002670

distance 0.206

#12 · Parbhanicell 4890001921

distance 0.207

#13 · Parbhanicell 4890001747

distance 0.213

#14 · Parbhanicell 4890003460

distance 0.215

#15 · Parbhanicell 4890002663

distance 0.218

#16 · Parbhanicell 4890001933

distance 0.221

#17 · Parbhanicell 4890003519

distance 0.222

#18 · Parbhanicell 4890001939

distance 0.229

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":4890003589}}}'

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.