Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007192

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004117

distance 0.216

#2 · Ahmednagarcell 4660008437

distance 0.228 · cross-district

#3 · Ahmednagarcell 4660001893

distance 0.232 · cross-district

#4 · Ahmednagarcell 4660012819

distance 0.246 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000048

distance 0.268 · cross-district

#6 · Ahmednagarcell 4660011282

distance 0.271 · cross-district

#7 · Beedcell 4700003340

distance 0.273

#8 · Ahmednagarcell 4660011118

distance 0.285 · cross-district

#9 · Nandedcell 4850004732

distance 0.287 · cross-district

#10 · Sanglicell 4930001097

distance 0.287 · cross-district

#11 · Laturcell 4810005873

distance 0.292 · cross-district

#12 · Solapurcell 4960002736

distance 0.292 · cross-district

#13 · Ahmednagarcell 4660010460

distance 0.3 · cross-district

#14 · Dharashivcell 4880003094

distance 0.303 · cross-district

#15 · Ahmednagarcell 4660007702

distance 0.306 · cross-district

#16 · Dharashivcell 4880003822

distance 0.31 · cross-district

#17 · Sanglicell 4930001329

distance 0.31 · cross-district

#18 · Ahmednagarcell 4660005051

distance 0.311 · 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":4700007192}}}'

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.