Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001118

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000655

distance 0.261 · cross-district

#2 · Beedcell 4700002638

distance 0.269 · cross-district

#3 · Parbhanicell 4890000099

distance 0.272

#4 · Parbhanicell 4890001245

distance 0.277

#5 · Parbhanicell 4890001318

distance 0.28

#6 · Beedcell 4700008852

distance 0.284 · cross-district

#7 · Beedcell 4700006099

distance 0.284 · cross-district

#8 · Beedcell 4700002021

distance 0.284 · cross-district

#9 · Dharashivcell 4880003621

distance 0.293 · cross-district

#10 · Beedcell 4700001562

distance 0.297 · cross-district

#11 · Laturcell 4810005840

distance 0.305 · cross-district

#12 · Laturcell 4810005918

distance 0.305 · cross-district

#13 · Jalnacell 4790000147

distance 0.311 · cross-district

#14 · Wardhacell 4980003481

distance 0.313 · cross-district

#15 · Parbhanicell 4890000987

distance 0.317

#16 · Laturcell 4810005620

distance 0.321 · cross-district

#17 · Parbhanicell 4890001541

distance 0.321

#18 · Parbhanicell 4890000757

distance 0.321

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":4890001118}}}'

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.