Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003011

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002497

distance 0.207

#2 · Beedcell 4700002995

distance 0.246

#3 · Beedcell 4700002840

distance 0.259

#4 · Dharashivcell 4880005793

distance 0.269 · cross-district

#5 · Beedcell 4700002848

distance 0.276

#6 · Ahmednagarcell 4660005997

distance 0.288 · cross-district

#7 · Laturcell 4810000689

distance 0.296 · cross-district

#8 · Dharashivcell 4880003387

distance 0.296 · cross-district

#9 · Parbhanicell 4890000403

distance 0.299 · cross-district

#10 · Dharashivcell 4880001904

distance 0.3 · cross-district

#11 · Dharashivcell 4880006043

distance 0.301 · cross-district

#12 · Nandedcell 4850005819

distance 0.305 · cross-district

#13 · Beedcell 4700008760

distance 0.306

#14 · Nandedcell 4850007107

distance 0.31 · cross-district

#15 · Beedcell 4700003351

distance 0.312

#16 · Beedcell 4700002322

distance 0.313

#17 · Parbhanicell 4890001318

distance 0.316 · cross-district

#18 · Ahmednagarcell 4660001043

distance 0.317 · 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":4700003011}}}'

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.