Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007256

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001147

distance 0.158

#2 · Laturcell 4810001068

distance 0.167 · cross-district

#3 · Jalnacell 4790000967

distance 0.178 · cross-district

#4 · Jalnacell 4790001091

distance 0.182 · cross-district

#5 · Jalnacell 4790000423

distance 0.187 · cross-district

#6 · Beedcell 4700007257

distance 0.19

#7 · Beedcell 4700007353

distance 0.194

#8 · Laturcell 4810001807

distance 0.194 · cross-district

#9 · Laturcell 4810001069

distance 0.196 · cross-district

#10 · Beedcell 4700007443

distance 0.198

#11 · Beedcell 4700007541

distance 0.201

#12 · Beedcell 4700007070

distance 0.201

#13 · Buldhanacell 4720001662

distance 0.203 · cross-district

#14 · Jalnacell 4790001254

distance 0.204 · cross-district

#15 · Buldhanacell 4720000909

distance 0.209 · cross-district

#16 · Washimcell 4990003609

distance 0.209 · cross-district

#17 · Jalnacell 4790006014

distance 0.21 · cross-district

#18 · Laturcell 4810000864

distance 0.211 · 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":4700007256}}}'

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.