Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002187

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002181

distance 0.121

#2 · Parbhanicell 4890001759

distance 0.127

#3 · Parbhanicell 4890003404

distance 0.145

#4 · Parbhanicell 4890001939

distance 0.15

#5 · Parbhanicell 4890003336

distance 0.154

#6 · Parbhanicell 4890003161

distance 0.166

#7 · Parbhanicell 4890001933

distance 0.176

#8 · Parbhanicell 4890003465

distance 0.191

#9 · Parbhanicell 4890002670

distance 0.194

#10 · Parbhanicell 4890001834

distance 0.194

#11 · Parbhanicell 4890001750

distance 0.196

#12 · Parbhanicell 4890002423

distance 0.197

#13 · Parbhanicell 4890003519

distance 0.199

#14 · Parbhanicell 4890003579

distance 0.201

#15 · Parbhanicell 4890002268

distance 0.205

#16 · Parbhanicell 4890001921

distance 0.206

#17 · Jalnacell 4790003817

distance 0.21 · cross-district

#18 · Parbhanicell 4890002167

distance 0.212

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":4890002187}}}'

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.