Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001221

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000576

distance 0.168 · cross-district

#2 · Laturcell 4810005656

distance 0.198 · cross-district

#3 · Laturcell 4810005872

distance 0.201 · cross-district

#4 · Laturcell 4810000960

distance 0.202 · cross-district

#5 · Parbhanicell 4890000024

distance 0.202 · cross-district

#6 · Beedcell 4700001501

distance 0.204

#7 · Beedcell 4700002120

distance 0.206

#8 · Nandedcell 4850003674

distance 0.208 · cross-district

#9 · Dharashivcell 4880006177

distance 0.209 · cross-district

#10 · Beedcell 4700007962

distance 0.213

#11 · Laturcell 4810005934

distance 0.213 · cross-district

#12 · Laturcell 4810001632

distance 0.217 · cross-district

#13 · Buldhanacell 4720001789

distance 0.218 · cross-district

#14 · Laturcell 4810005601

distance 0.219 · cross-district

#15 · Dharashivcell 4880001688

distance 0.22 · cross-district

#16 · Nandedcell 4850001037

distance 0.221 · cross-district

#17 · Laturcell 4810005966

distance 0.221 · cross-district

#18 · Laturcell 4810005729

distance 0.223 · 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":4700001221}}}'

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.