Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000729

The MH-36 locality cells most similar to this Latur 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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001596

distance 0.228

#2 · Dharashivcell 4880003010

distance 0.236 · cross-district

#3 · Laturcell 4810002252

distance 0.238

#4 · Solapurcell 4960012441

distance 0.241 · cross-district

#5 · Solapurcell 4960006703

distance 0.247 · cross-district

#6 · Beedcell 4700003629

distance 0.257 · cross-district

#7 · Beedcell 4700000625

distance 0.261 · cross-district

#8 · Sanglicell 4930000445

distance 0.263 · cross-district

#9 · Solapurcell 4960007099

distance 0.263 · cross-district

#10 · Laturcell 4810000908

distance 0.263

#11 · Sanglicell 4930002604

distance 0.263 · cross-district

#12 · Dharashivcell 4880001729

distance 0.264 · cross-district

#13 · Laturcell 4810000403

distance 0.267

#14 · Laturcell 4810001994

distance 0.268

#15 · Dharashivcell 4880002009

distance 0.269 · cross-district

#16 · Dharashivcell 4880001579

distance 0.27 · cross-district

#17 · Sanglicell 4930002230

distance 0.272 · cross-district

#18 · Dharashivcell 4880003759

distance 0.274 · 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":481,"cluster_id":4810000729}}}'

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.