Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004482

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004308

distance 0.16

#2 · Jalnacell 4790004023

distance 0.168 · cross-district

#3 · Dharashivcell 4880004535

distance 0.181 · cross-district

#4 · Solapurcell 4960003287

distance 0.183 · cross-district

#5 · Beedcell 4700004491

distance 0.184

#6 · Parbhanicell 4890003447

distance 0.186 · cross-district

#7 · Beedcell 4700001715

distance 0.191

#8 · Dharashivcell 4880005766

distance 0.193 · cross-district

#9 · Buldhanacell 4720001279

distance 0.196 · cross-district

#10 · Beedcell 4700005861

distance 0.198

#11 · Solapurcell 4960000528

distance 0.2 · cross-district

#12 · Jalnacell 4790002375

distance 0.2 · cross-district

#13 · Solapurcell 4960005752

distance 0.2 · cross-district

#14 · Dharashivcell 4880004529

distance 0.203 · cross-district

#15 · Solapurcell 4960001925

distance 0.203 · cross-district

#16 · Solapurcell 4960009239

distance 0.204 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001952

distance 0.204 · cross-district

#18 · Solapurcell 4960001853

distance 0.205 · 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":4700004482}}}'

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.