Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008420

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005259

distance 0.313

#2 · Beedcell 4700001024

distance 0.314

#3 · Yavatmalcell 5000008945

distance 0.338 · cross-district

#4 · Kolhapurcell 4800003943

distance 0.342 · cross-district

#5 · Kolhapurcell 4800005833

distance 0.349 · cross-district

#6 · Kolhapurcell 4800004252

distance 0.35 · cross-district

#7 · Nandedcell 4850004739

distance 0.365 · cross-district

#8 · Nandedcell 4850004737

distance 0.38 · cross-district

#9 · Dhulecell 4740000976

distance 0.38 · cross-district

#10 · Parbhanicell 4890002812

distance 0.383 · cross-district

#11 · Nandedcell 4850004802

distance 0.383 · cross-district

#12 · Solapurcell 4960005063

distance 0.384 · cross-district

#13 · Nandedcell 4850005438

distance 0.39 · cross-district

#14 · Jalnacell 4790001873

distance 0.403 · cross-district

#15 · Kolhapurcell 4800004422

distance 0.407 · cross-district

#16 · Yavatmalcell 5000008831

distance 0.41 · cross-district

#17 · Kolhapurcell 4800004019

distance 0.41 · cross-district

#18 · Nandedcell 4850004667

distance 0.413 · 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":4700008420}}}'

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.