Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002162

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.302

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004417

distance 0.302 · cross-district

#2 · Dharashivcell 4880004792

distance 0.31 · cross-district

#3 · Solapurcell 4960000605

distance 0.312 · cross-district

#4 · Beedcell 4700002161

distance 0.313

#5 · Beedcell 4700005526

distance 0.33

#6 · Beedcell 4700003356

distance 0.331

#7 · Solapurcell 4960000747

distance 0.334 · cross-district

#8 · Solapurcell 4960000921

distance 0.344 · cross-district

#9 · Ahmednagarcell 4660002508

distance 0.348 · cross-district

#10 · Dharashivcell 4880004351

distance 0.348 · cross-district

#11 · Dharashivcell 4880003970

distance 0.355 · cross-district

#12 · Beedcell 4700007496

distance 0.356

#13 · Solapurcell 4960006830

distance 0.359 · cross-district

#14 · Solapurcell 4960006311

distance 0.359 · cross-district

#15 · Beedcell 4700001843

distance 0.361

#16 · Ahmednagarcell 4660006825

distance 0.366 · cross-district

#17 · Parbhanicell 4890000892

distance 0.368 · cross-district

#18 · Sanglicell 4930000539

distance 0.37 · 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":4700002162}}}'

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.