Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006997

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870013355

distance 0.147 · cross-district

#2 · Ahmednagarcell 4660005259

distance 0.156 · cross-district

#3 · Nashikcell 4870013240

distance 0.188 · cross-district

#4 · Beedcell 4700006206

distance 0.19

#5 · Nashikcell 4870013300

distance 0.195 · cross-district

#6 · Dhulecell 4740000370

distance 0.196 · cross-district

#7 · Nashikcell 4870013239

distance 0.196 · cross-district

#8 · Beedcell 4700006347

distance 0.2

#9 · Nashikcell 4870013101

distance 0.211 · cross-district

#10 · Ahmednagarcell 4660005159

distance 0.211 · cross-district

#11 · Nashikcell 4870013302

distance 0.212 · cross-district

#12 · Beedcell 4700006059

distance 0.215

#13 · Jalgaoncell 4780009947

distance 0.217 · cross-district

#14 · Yavatmalcell 5000005183

distance 0.219 · cross-district

#15 · Yavatmalcell 5000005182

distance 0.22 · cross-district

#16 · Nashikcell 4870013170

distance 0.224 · cross-district

#17 · Yavatmalcell 5000005519

distance 0.226 · cross-district

#18 · Jalgaoncell 4780009266

distance 0.226 · 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":4700006997}}}'

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.