Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003511

The MH-36 locality cells most similar to this Nanded 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.454

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000173

distance 0.454 · cross-district

#2 · Parbhanicell 4890000804

distance 0.491 · cross-district

#3 · Parbhanicell 4890000807

distance 0.523 · cross-district

#4 · Nashikcell 4870003857

distance 0.566 · cross-district

#5 · Solapurcell 4960006976

distance 0.568 · cross-district

#6 · Beedcell 4700001055

distance 0.575 · cross-district

#7 · Jalgaoncell 4780000535

distance 0.575 · cross-district

#8 · Beedcell 4700007744

distance 0.578 · cross-district

#9 · Laturcell 4810000090

distance 0.593 · cross-district

#10 · Buldhanacell 4720002003

distance 0.593 · cross-district

#11 · Dharashivcell 4880001214

distance 0.608 · cross-district

#12 · Ahmednagarcell 4660014287

distance 0.612 · cross-district

#13 · Ahmednagarcell 4660014282

distance 0.612 · cross-district

#14 · Nandedcell 4850003385

distance 0.617

#15 · Ahmednagarcell 4660011902

distance 0.619 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690005946

distance 0.62 · cross-district

#17 · Parbhanicell 4890001119

distance 0.631 · cross-district

#18 · Solapurcell 4960005402

distance 0.631 · 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":485,"cluster_id":4850003511}}}'

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.