Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000950

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.371

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001204

distance 0.371 · cross-district

#2 · Dharashivcell 4880003177

distance 0.38 · cross-district

#3 · Kolhapurcell 4800004175

distance 0.422 · cross-district

#4 · Nandedcell 4850002789

distance 0.424 · cross-district

#5 · Washimcell 4990002957

distance 0.436 · cross-district

#6 · Parbhanicell 4890002762

distance 0.439

#7 · Dhulecell 4740001190

distance 0.443 · cross-district

#8 · Laturcell 4810003472

distance 0.447 · cross-district

#9 · Nagpurcell 4840004385

distance 0.451 · cross-district

#10 · Kolhapurcell 4800004173

distance 0.451 · cross-district

#11 · Parbhanicell 4890002851

distance 0.452

#12 · Dharashivcell 4880002232

distance 0.465 · cross-district

#13 · Kolhapurcell 4800004861

distance 0.472 · cross-district

#14 · Dharashivcell 4880003034

distance 0.475 · cross-district

#15 · Dharashivcell 4880003178

distance 0.486 · cross-district

#16 · Nashikcell 4870011803

distance 0.487 · cross-district

#17 · Chandrapurcell 4730003251

distance 0.493 · cross-district

#18 · Beedcell 4700001325

distance 0.494 · 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":4890000950}}}'

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.