Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007551

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.334

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750003018

distance 0.334 · cross-district

#2 · Jalnacell 4790002052

distance 0.336 · cross-district

#3 · Beedcell 4700001878

distance 0.337

#4 · Sanglicell 4930003283

distance 0.341 · cross-district

#5 · Jalnacell 4790004389

distance 0.349 · cross-district

#6 · Beedcell 4700005739

distance 0.35

#7 · Chandrapurcell 4730004036

distance 0.361 · cross-district

#8 · Jalgaoncell 4780001656

distance 0.361 · cross-district

#9 · Chandrapurcell 4730004128

distance 0.362 · cross-district

#10 · Beedcell 4700001051

distance 0.364

#11 · Jalnacell 4790000847

distance 0.371 · cross-district

#12 · Parbhanicell 4890001145

distance 0.372 · cross-district

#13 · Sanglicell 4930002083

distance 0.374 · cross-district

#14 · Jalnacell 4790002151

distance 0.377 · cross-district

#15 · Ahmednagarcell 4660012066

distance 0.377 · cross-district

#16 · Solapurcell 4960004541

distance 0.379 · cross-district

#17 · Jalgaoncell 4780001589

distance 0.381 · cross-district

#18 · Sanglicell 4930000102

distance 0.381 · 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":4700007551}}}'

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.