Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003345

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002132

distance 0.104

#2 · Parbhanicell 4890002379

distance 0.105

#3 · Parbhanicell 4890002537

distance 0.146

#4 · Parbhanicell 4890002621

distance 0.159

#5 · Parbhanicell 4890003346

distance 0.167

#6 · Parbhanicell 4890002049

distance 0.175

#7 · Parbhanicell 4890003347

distance 0.183

#8 · Akolacell 4670004003

distance 0.188 · cross-district

#9 · Parbhanicell 4890002459

distance 0.189

#10 · Parbhanicell 4890003035

distance 0.192

#11 · Hingolicell 4770001448

distance 0.195 · cross-district

#12 · Parbhanicell 4890003193

distance 0.196

#13 · Parbhanicell 4890002296

distance 0.198

#14 · Parbhanicell 4890002295

distance 0.202

#15 · Parbhanicell 4890003189

distance 0.204

#16 · Parbhanicell 4890003033

distance 0.207

#17 · Parbhanicell 4890002622

distance 0.207

#18 · Parbhanicell 4890003191

distance 0.209

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":4890003345}}}'

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.