Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003650

The MH-36 locality cells most similar to this Beed 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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000998

distance 0.235 · cross-district

#2 · Nashikcell 4870005429

distance 0.24 · cross-district

#3 · Solapurcell 4960003473

distance 0.256 · cross-district

#4 · Punecell 4900001482

distance 0.258 · cross-district

#5 · Ahmednagarcell 4660011871

distance 0.259 · cross-district

#6 · Ahmednagarcell 4660003122

distance 0.259 · cross-district

#7 · Ahmednagarcell 4660011569

distance 0.261 · cross-district

#8 · Parbhanicell 4890001269

distance 0.262 · cross-district

#9 · Dharashivcell 4880002562

distance 0.266 · cross-district

#10 · Ahmednagarcell 4660010419

distance 0.27 · cross-district

#11 · Washimcell 4990003605

distance 0.27 · cross-district

#12 · Punecell 4900006772

distance 0.273 · cross-district

#13 · Solapurcell 4960005088

distance 0.278 · cross-district

#14 · Dharashivcell 4880001446

distance 0.28 · cross-district

#15 · Dharashivcell 4880005541

distance 0.28 · cross-district

#16 · Jalnacell 4790000555

distance 0.28 · cross-district

#17 · Punecell 4900007276

distance 0.281 · cross-district

#18 · Ahmednagarcell 4660014310

distance 0.285 · 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":470,"cluster_id":4700003650}}}'

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.