Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007986

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002306

distance 0.13 · cross-district

#2 · Jalnacell 4790000489

distance 0.141 · cross-district

#3 · Buldhanacell 4720000574

distance 0.144 · cross-district

#4 · Beedcell 4700001611

distance 0.158

#5 · Jalnacell 4790002620

distance 0.16 · cross-district

#6 · Laturcell 4810002044

distance 0.166 · cross-district

#7 · Beedcell 4700001609

distance 0.166

#8 · Chhatrapati Sambhajinagarcell 4690003478

distance 0.168 · cross-district

#9 · Buldhanacell 4720000559

distance 0.169 · cross-district

#10 · Jalnacell 4790003117

distance 0.17 · cross-district

#11 · Beedcell 4700007259

distance 0.17

#12 · Amravaticell 4680003097

distance 0.173 · cross-district

#13 · Laturcell 4810001698

distance 0.174 · cross-district

#14 · Parbhanicell 4890004290

distance 0.174 · cross-district

#15 · Jalnacell 4790003138

distance 0.175 · cross-district

#16 · Buldhanacell 4720001441

distance 0.175 · cross-district

#17 · Solapurcell 4960005938

distance 0.175 · cross-district

#18 · Jalnacell 4790002536

distance 0.175 · 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":4700007986}}}'

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.