Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002326

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

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005736

distance 0.269 · cross-district

#2 · Solapurcell 4960007509

distance 0.316 · cross-district

#3 · Beedcell 4700007587

distance 0.318

#4 · Laturcell 4810000605

distance 0.326 · cross-district

#5 · Ahmednagarcell 4660012081

distance 0.337 · cross-district

#6 · Nandedcell 4850003427

distance 0.352 · cross-district

#7 · Nagpurcell 4840007559

distance 0.357 · cross-district

#8 · Laturcell 4810006142

distance 0.362 · cross-district

#9 · Jalgaoncell 4780001784

distance 0.362 · cross-district

#10 · Beedcell 4700006020

distance 0.366

#11 · Laturcell 4810000507

distance 0.368 · cross-district

#12 · Nandedcell 4850004242

distance 0.368 · cross-district

#13 · Dharashivcell 4880002881

distance 0.371 · cross-district

#14 · Beedcell 4700005260

distance 0.372

#15 · Dharashivcell 4880003084

distance 0.375 · cross-district

#16 · Solapurcell 4960006317

distance 0.376 · cross-district

#17 · Dharashivcell 4880003825

distance 0.378 · cross-district

#18 · Ahmednagarcell 4660008801

distance 0.378 · 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":4700002326}}}'

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.