Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003475

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003412

distance 0.219

#2 · Parbhanicell 4890003603

distance 0.25

#3 · Parbhanicell 4890003406

distance 0.274

#4 · Wardhacell 4980000918

distance 0.278 · cross-district

#5 · Yavatmalcell 5000001859

distance 0.28 · cross-district

#6 · Jalnacell 4790001755

distance 0.285 · cross-district

#7 · Jalnacell 4790001904

distance 0.288 · cross-district

#8 · Wardhacell 4980000672

distance 0.29 · cross-district

#9 · Akolacell 4670004560

distance 0.292 · cross-district

#10 · Nagpurcell 4840004156

distance 0.295 · cross-district

#11 · Nagpurcell 4840004263

distance 0.295 · cross-district

#12 · Wardhacell 4980001635

distance 0.295 · cross-district

#13 · Parbhanicell 4890003413

distance 0.296

#14 · Parbhanicell 4890002944

distance 0.298

#15 · Nagpurcell 4840004713

distance 0.3 · cross-district

#16 · Wardhacell 4980003580

distance 0.302 · cross-district

#17 · Parbhanicell 4890002175

distance 0.303

#18 · Chhatrapati Sambhajinagarcell 4690000706

distance 0.305 · 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":4890003475}}}'

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.