Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002389

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004480

distance 0.225 · cross-district

#2 · Ahmednagarcell 4660004284

distance 0.249 · cross-district

#3 · Beedcell 4700002558

distance 0.256

#4 · Washimcell 4990001105

distance 0.259 · cross-district

#5 · Ahmednagarcell 4660009572

distance 0.287 · cross-district

#6 · Buldhanacell 4720004383

distance 0.288 · cross-district

#7 · Dharashivcell 4880002009

distance 0.29 · cross-district

#8 · Beedcell 4700003629

distance 0.3

#9 · Buldhanacell 4720003015

distance 0.3 · cross-district

#10 · Dharashivcell 4880001583

distance 0.303 · cross-district

#11 · Nandedcell 4850002780

distance 0.307 · cross-district

#12 · Nashikcell 4870007253

distance 0.31 · cross-district

#13 · Ahmednagarcell 4660010524

distance 0.312 · cross-district

#14 · Buldhanacell 4720000138

distance 0.313 · cross-district

#15 · Buldhanacell 4720006624

distance 0.314 · cross-district

#16 · Laturcell 4810000403

distance 0.316 · cross-district

#17 · Sanglicell 4930000173

distance 0.317 · cross-district

#18 · Dharashivcell 4880000694

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":4700002389}}}'

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.