Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003235

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003378

distance 0.204

#2 · Washimcell 4990000385

distance 0.207 · cross-district

#3 · Parbhanicell 4890002146

distance 0.213

#4 · Parbhanicell 4890001826

distance 0.213

#5 · Parbhanicell 4890002714

distance 0.217

#6 · Parbhanicell 4890001926

distance 0.22

#7 · Jalgaoncell 4780001696

distance 0.222 · cross-district

#8 · Washimcell 4990000448

distance 0.223 · cross-district

#9 · Parbhanicell 4890002736

distance 0.223

#10 · Ahmednagarcell 4660005181

distance 0.231 · cross-district

#11 · Parbhanicell 4890001409

distance 0.231

#12 · Dharashivcell 4880006364

distance 0.232 · cross-district

#13 · Parbhanicell 4890003423

distance 0.233

#14 · Parbhanicell 4890002815

distance 0.235

#15 · Beedcell 4700006769

distance 0.235 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004526

distance 0.236 · cross-district

#17 · Parbhanicell 4890001978

distance 0.237

#18 · Jalnacell 4790001552

distance 0.237 · cross-district

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":4890003235}}}'

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.