Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007619

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004410

distance 0.184 · cross-district

#2 · Buldhanacell 4720000888

distance 0.187 · cross-district

#3 · Buldhanacell 4720002162

distance 0.189 · cross-district

#4 · Beedcell 4700007609

distance 0.19

#5 · Beedcell 4700002541

distance 0.192

#6 · Jalnacell 4790002471

distance 0.198 · cross-district

#7 · Jalnacell 4790003758

distance 0.198 · cross-district

#8 · Washimcell 4990002153

distance 0.199 · cross-district

#9 · Laturcell 4810002800

distance 0.2 · cross-district

#10 · Jalnacell 4790003474

distance 0.2 · cross-district

#11 · Akolacell 4670001400

distance 0.204 · cross-district

#12 · Parbhanicell 4890002270

distance 0.206 · cross-district

#13 · Beedcell 4700007610

distance 0.208

#14 · Parbhanicell 4890003321

distance 0.21 · cross-district

#15 · Jalnacell 4790001790

distance 0.212 · cross-district

#16 · Ahmednagarcell 4660001392

distance 0.213 · cross-district

#17 · Solapurcell 4960007491

distance 0.227 · cross-district

#18 · Dharashivcell 4880004363

distance 0.228 · 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":4700007619}}}'

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.