Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003632

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003121

distance 0.196

#2 · Beedcell 4700003806

distance 0.258

#3 · Jalgaoncell 4780000234

distance 0.269 · cross-district

#4 · Beedcell 4700003461

distance 0.279

#5 · Beedcell 4700003803

distance 0.28

#6 · Jalgaoncell 4780002997

distance 0.287 · cross-district

#7 · Beedcell 4700003637

distance 0.288

#8 · Chhatrapati Sambhajinagarcell 4690001322

distance 0.289 · cross-district

#9 · Jalnacell 4790005888

distance 0.29 · cross-district

#10 · Chandrapurcell 4730006889

distance 0.295 · cross-district

#11 · Nashikcell 4870003296

distance 0.299 · cross-district

#12 · Ahmednagarcell 4660014351

distance 0.301 · cross-district

#13 · Gadchirolicell 4750011723

distance 0.302 · cross-district

#14 · Beedcell 4700002771

distance 0.304

#15 · Jalgaoncell 4780000205

distance 0.305 · cross-district

#16 · Jalgaoncell 4780001112

distance 0.307 · cross-district

#17 · Jalgaoncell 4780001113

distance 0.309 · cross-district

#18 · Jalgaoncell 4780000257

distance 0.309 · 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":4700003632}}}'

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.