Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008991

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008432

distance 0.208

#2 · Nandedcell 4850008149

distance 0.209 · cross-district

#3 · Ahmednagarcell 4660008464

distance 0.213 · cross-district

#4 · Beedcell 4700008640

distance 0.216

#5 · Yavatmalcell 5000000936

distance 0.22 · cross-district

#6 · Buldhanacell 4720000414

distance 0.227 · cross-district

#7 · Parbhanicell 4890002796

distance 0.228 · cross-district

#8 · Jalgaoncell 4780001053

distance 0.23 · cross-district

#9 · Ahmednagarcell 4660001291

distance 0.233 · cross-district

#10 · Beedcell 4700007391

distance 0.235

#11 · Ahmednagarcell 4660007834

distance 0.235 · cross-district

#12 · Beedcell 4700005139

distance 0.242

#13 · Sanglicell 4930002077

distance 0.242 · cross-district

#14 · Solapurcell 4960012655

distance 0.244 · cross-district

#15 · Ahmednagarcell 4660007222

distance 0.246 · cross-district

#16 · Buldhanacell 4720000829

distance 0.248 · cross-district

#17 · Buldhanacell 4720001588

distance 0.249 · cross-district

#18 · Buldhanacell 4720000448

distance 0.249 · 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":4700008991}}}'

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.