Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009047

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001181

distance 0.18 · cross-district

#2 · Jalnacell 4790000275

distance 0.19 · cross-district

#3 · Jalnacell 4790002216

distance 0.192 · cross-district

#4 · Buldhanacell 4720001279

distance 0.192 · cross-district

#5 · Ahmednagarcell 4660010937

distance 0.194 · cross-district

#6 · Buldhanacell 4720000888

distance 0.197 · cross-district

#7 · Buldhanacell 4720000544

distance 0.199 · cross-district

#8 · Jalnacell 4790000664

distance 0.201 · cross-district

#9 · Parbhanicell 4890004791

distance 0.203 · cross-district

#10 · Parbhanicell 4890002796

distance 0.205 · cross-district

#11 · Buldhanacell 4720001057

distance 0.207 · cross-district

#12 · Ahmednagarcell 4660013667

distance 0.211 · cross-district

#13 · Beedcell 4700005358

distance 0.212

#14 · Beedcell 4700004502

distance 0.212

#15 · Parbhanicell 4890003447

distance 0.213 · cross-district

#16 · Jalnacell 4790003474

distance 0.214 · cross-district

#17 · Jalnacell 4790002381

distance 0.215 · cross-district

#18 · Washimcell 4990001178

distance 0.219 · 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":4700009047}}}'

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.