Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001178

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004935

distance 0.214 · cross-district

#2 · Parbhanicell 4890001557

distance 0.249

#3 · Nandedcell 4850004863

distance 0.29 · cross-district

#4 · Beedcell 4700008724

distance 0.305 · cross-district

#5 · Beedcell 4700008949

distance 0.308 · cross-district

#6 · Parbhanicell 4890001051

distance 0.318

#7 · Nandedcell 4850004731

distance 0.319 · cross-district

#8 · Nandedcell 4850004745

distance 0.325 · cross-district

#9 · Solapurcell 4960010659

distance 0.329 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004793

distance 0.331 · cross-district

#11 · Parbhanicell 4890001461

distance 0.337

#12 · Parbhanicell 4890001537

distance 0.338

#13 · Chhatrapati Sambhajinagarcell 4690001613

distance 0.34 · cross-district

#14 · Yavatmalcell 5000007751

distance 0.34 · cross-district

#15 · Laturcell 4810003780

distance 0.343 · cross-district

#16 · Nandedcell 4850004797

distance 0.343 · cross-district

#17 · Parbhanicell 4890001249

distance 0.351

#18 · Parbhanicell 4890000984

distance 0.353

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":4890001178}}}'

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.