Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003272

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003343

distance 0.217

#2 · Parbhanicell 4890002539

distance 0.228

#3 · Hingolicell 4770003929

distance 0.235 · cross-district

#4 · Akolacell 4670003710

distance 0.238 · cross-district

#5 · Parbhanicell 4890002380

distance 0.243

#6 · Hingolicell 4770001504

distance 0.244 · cross-district

#7 · Washimcell 4990003160

distance 0.245 · cross-district

#8 · Buldhanacell 4720006155

distance 0.255 · cross-district

#9 · Akolacell 4670002165

distance 0.261 · cross-district

#10 · Parbhanicell 4890002213

distance 0.267

#11 · Amravaticell 4680002729

distance 0.269 · cross-district

#12 · Akolacell 4670003325

distance 0.271 · cross-district

#13 · Akolacell 4670001407

distance 0.272 · cross-district

#14 · Akolacell 4670001011

distance 0.272 · cross-district

#15 · Parbhanicell 4890003345

distance 0.273

#16 · Amravaticell 4680000408

distance 0.278 · cross-district

#17 · Bhandaracell 4710000652

distance 0.279 · cross-district

#18 · Nandedcell 4850000425

distance 0.28 · 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":4890003272}}}'

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.