Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007086

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001246

distance 0.217 · cross-district

#2 · Beedcell 4700006976

distance 0.293

#3 · Parbhanicell 4890001127

distance 0.304 · cross-district

#4 · Jalgaoncell 4780000536

distance 0.306 · cross-district

#5 · Parbhanicell 4890001254

distance 0.308 · cross-district

#6 · Solapurcell 4960004714

distance 0.333 · cross-district

#7 · Beedcell 4700008813

distance 0.337

#8 · Beedcell 4700007744

distance 0.339

#9 · Sanglicell 4930001088

distance 0.345 · cross-district

#10 · Solapurcell 4960004709

distance 0.352 · cross-district

#11 · Solapurcell 4960005458

distance 0.353 · cross-district

#12 · Laturcell 4810001436

distance 0.354 · cross-district

#13 · Jalgaoncell 4780004364

distance 0.354 · cross-district

#14 · Parbhanicell 4890000804

distance 0.358 · cross-district

#15 · Dharashivcell 4880001629

distance 0.359 · cross-district

#16 · Parbhanicell 4890001185

distance 0.364 · cross-district

#17 · Beedcell 4700008382

distance 0.365

#18 · Laturcell 4810000980

distance 0.367 · 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":4700007086}}}'

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.