Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003637

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002771

distance 0.199

#2 · Beedcell 4700002949

distance 0.214

#3 · Beedcell 4700002943

distance 0.217

#4 · Parbhanicell 4890000325

distance 0.231 · cross-district

#5 · Jalgaoncell 4780000484

distance 0.233 · cross-district

#6 · Dharashivcell 4880000908

distance 0.234 · cross-district

#7 · Dhulecell 4740002547

distance 0.243 · cross-district

#8 · Laturcell 4810005076

distance 0.251 · cross-district

#9 · Amravaticell 4680000330

distance 0.254 · cross-district

#10 · Jalgaoncell 4780001273

distance 0.257 · cross-district

#11 · Jalgaoncell 4780000205

distance 0.257 · cross-district

#12 · Kolhapurcell 4800005203

distance 0.257 · cross-district

#13 · Nagpurcell 4840001606

distance 0.258 · cross-district

#14 · Jalgaoncell 4780000485

distance 0.259 · cross-district

#15 · Nagpurcell 4840007241

distance 0.261 · cross-district

#16 · Jalgaoncell 4780001112

distance 0.262 · cross-district

#17 · Wardhacell 4980000072

distance 0.263 · cross-district

#18 · Wardhacell 4980000579

distance 0.264 · 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":4700003637}}}'

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.