Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003327

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003163

distance 0.14

#2 · Parbhanicell 4890002422

distance 0.192

#3 · Parbhanicell 4890000972

distance 0.208

#4 · Parbhanicell 4890002014

distance 0.211

#5 · Parbhanicell 4890003337

distance 0.211

#6 · Jalnacell 4790000135

distance 0.214 · cross-district

#7 · Beedcell 4700006278

distance 0.216 · cross-district

#8 · Parbhanicell 4890002010

distance 0.217

#9 · Parbhanicell 4890002003

distance 0.222

#10 · Beedcell 4700007526

distance 0.227 · cross-district

#11 · Parbhanicell 4890001594

distance 0.232

#12 · Buldhanacell 4720001460

distance 0.236 · cross-district

#13 · Parbhanicell 4890002519

distance 0.236

#14 · Parbhanicell 4890001922

distance 0.242

#15 · Parbhanicell 4890002595

distance 0.242

#16 · Parbhanicell 4890001671

distance 0.246

#17 · Dharashivcell 4880001952

distance 0.246 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003412

distance 0.248 · 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":4890003327}}}'

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.