Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001021

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.329

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004342

distance 0.329 · cross-district

#2 · Yavatmalcell 5000006243

distance 0.347 · cross-district

#3 · Dharashivcell 4880002231

distance 0.358 · cross-district

#4 · Parbhanicell 4890001090

distance 0.375

#5 · Dharashivcell 4880000694

distance 0.379 · cross-district

#6 · Laturcell 4810001149

distance 0.389 · cross-district

#7 · Beedcell 4700003459

distance 0.389 · cross-district

#8 · Amravaticell 4680001408

distance 0.391 · cross-district

#9 · Buldhanacell 4720000777

distance 0.394 · cross-district

#10 · Washimcell 4990003024

distance 0.396 · cross-district

#11 · Wardhacell 4980000659

distance 0.397 · cross-district

#12 · Washimcell 4990000237

distance 0.399 · cross-district

#13 · Solapurcell 4960004480

distance 0.399 · cross-district

#14 · Beedcell 4700004146

distance 0.404 · cross-district

#15 · Ahmednagarcell 4660004284

distance 0.405 · cross-district

#16 · Yavatmalcell 5000005656

distance 0.41 · cross-district

#17 · Ahmednagarcell 4660009934

distance 0.41 · cross-district

#18 · Jalnacell 4790005398

distance 0.412 · 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":4890001021}}}'

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.