Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002942

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002342

distance 0.178

#2 · Parbhanicell 4890002436

distance 0.19

#3 · Parbhanicell 4890003250

distance 0.195

#4 · Parbhanicell 4890002080

distance 0.202

#5 · Parbhanicell 4890001750

distance 0.203

#6 · Parbhanicell 4890002937

distance 0.219

#7 · Parbhanicell 4890002415

distance 0.223

#8 · Parbhanicell 4890002485

distance 0.233

#9 · Washimcell 4990000386

distance 0.233 · cross-district

#10 · Parbhanicell 4890002164

distance 0.237

#11 · Parbhanicell 4890003584

distance 0.238

#12 · Ahmednagarcell 4660012932

distance 0.243 · cross-district

#13 · Parbhanicell 4890002423

distance 0.245

#14 · Parbhanicell 4890002424

distance 0.246

#15 · Laturcell 4810000520

distance 0.252 · cross-district

#16 · Beedcell 4700007440

distance 0.254 · cross-district

#17 · Parbhanicell 4890002604

distance 0.256

#18 · Parbhanicell 4890003385

distance 0.256

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":4890002942}}}'

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.