Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002132

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 5 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 4890003345

distance 0.104

#2 · Parbhanicell 4890002379

distance 0.122

#3 · Parbhanicell 4890002049

distance 0.158

#4 · Parbhanicell 4890002621

distance 0.182

#5 · Parbhanicell 4890002296

distance 0.186

#6 · Parbhanicell 4890002537

distance 0.186

#7 · Parbhanicell 4890003346

distance 0.192

#8 · Akolacell 4670004003

distance 0.194 · cross-district

#9 · Hingolicell 4770004011

distance 0.197 · cross-district

#10 · Parbhanicell 4890003035

distance 0.204

#11 · Parbhanicell 4890002295

distance 0.207

#12 · Parbhanicell 4890003347

distance 0.208

#13 · Washimcell 4990002809

distance 0.209 · cross-district

#14 · Akolacell 4670000398

distance 0.211 · cross-district

#15 · Parbhanicell 4890002297

distance 0.213

#16 · Parbhanicell 4890002459

distance 0.218

#17 · Amravaticell 4680000727

distance 0.219 · cross-district

#18 · Parbhanicell 4890002133

distance 0.219

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":4890002132}}}'

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.