Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008419

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001212

distance 0.283 · cross-district

#2 · Kolhapurcell 4800004719

distance 0.286 · cross-district

#3 · Nandedcell 4850002961

distance 0.296 · cross-district

#4 · Beedcell 4700005684

distance 0.299

#5 · Beedcell 4700005840

distance 0.3

#6 · Laturcell 4810002835

distance 0.301 · cross-district

#7 · Dharashivcell 4880004969

distance 0.302 · cross-district

#8 · Solapurcell 4960006801

distance 0.316 · cross-district

#9 · Nandedcell 4850005268

distance 0.318 · cross-district

#10 · Jalgaoncell 4780008512

distance 0.321 · cross-district

#11 · Laturcell 4810004423

distance 0.326 · cross-district

#12 · Nandedcell 4850001153

distance 0.33 · cross-district

#13 · Buldhanacell 4720002235

distance 0.33 · cross-district

#14 · Ahmednagarcell 4660005294

distance 0.33 · cross-district

#15 · Beedcell 4700007019

distance 0.331

#16 · Solapurcell 4960005183

distance 0.334 · cross-district

#17 · Jalgaoncell 4780008424

distance 0.336 · cross-district

#18 · Beedcell 4700007127

distance 0.34

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":4700008419}}}'

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.