Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006947

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007145

distance 0.138

#2 · Jalgaoncell 4780005130

distance 0.139 · cross-district

#3 · Buldhanacell 4720004948

distance 0.144 · cross-district

#4 · Amravaticell 4680001160

distance 0.15 · cross-district

#5 · Buldhanacell 4720005926

distance 0.152 · cross-district

#6 · Buldhanacell 4720004725

distance 0.155 · cross-district

#7 · Beedcell 4700006143

distance 0.16

#8 · Beedcell 4700006937

distance 0.16

#9 · Buldhanacell 4720005162

distance 0.163 · cross-district

#10 · Solapurcell 4960009656

distance 0.163 · cross-district

#11 · Buldhanacell 4720005428

distance 0.165 · cross-district

#12 · Akolacell 4670001414

distance 0.166 · cross-district

#13 · Jalgaoncell 4780004242

distance 0.166 · cross-district

#14 · Beedcell 4700005997

distance 0.169

#15 · Dharashivcell 4880002619

distance 0.169 · cross-district

#16 · Jalnacell 4790001676

distance 0.17 · cross-district

#17 · Solapurcell 4960006609

distance 0.17 · cross-district

#18 · Solapurcell 4960010575

distance 0.17 · 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":4700006947}}}'

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.