Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006355

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004918

distance 0.284 · cross-district

#2 · Beedcell 4700005787

distance 0.288

#3 · Beedcell 4700009043

distance 0.29

#4 · Nandedcell 4850000019

distance 0.297 · cross-district

#5 · Ahmednagarcell 4660002129

distance 0.299 · cross-district

#6 · Nashikcell 4870006732

distance 0.301 · cross-district

#7 · Jalnacell 4790000114

distance 0.301 · cross-district

#8 · Beedcell 4700005387

distance 0.303

#9 · Chhatrapati Sambhajinagarcell 4690004613

distance 0.303 · cross-district

#10 · Solapurcell 4960011559

distance 0.306 · cross-district

#11 · Punecell 4900006296

distance 0.307 · cross-district

#12 · Beedcell 4700004624

distance 0.307

#13 · Ahmednagarcell 4660000359

distance 0.319 · cross-district

#14 · Ahmednagarcell 4660002958

distance 0.321 · cross-district

#15 · Parbhanicell 4890001337

distance 0.322 · cross-district

#16 · Kolhapurcell 4800003615

distance 0.322 · cross-district

#17 · Ahmednagarcell 4660000267

distance 0.325 · cross-district

#18 · Gadchirolicell 4750011178

distance 0.326 · 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":4700006355}}}'

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.