Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000717

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004011

distance 0.293 · cross-district

#2 · Nashikcell 4870003569

distance 0.325 · cross-district

#3 · Solapurcell 4960009585

distance 0.348 · cross-district

#4 · Akolacell 4670002607

distance 0.35 · cross-district

#5 · Buldhanacell 4720006096

distance 0.356 · cross-district

#6 · Kolhapurcell 4800004867

distance 0.361 · cross-district

#7 · Buldhanacell 4720005609

distance 0.361 · cross-district

#8 · Akolacell 4670003597

distance 0.369 · cross-district

#9 · Sataracell 4940001809

distance 0.371 · cross-district

#10 · Nandedcell 4850002561

distance 0.371 · cross-district

#11 · Buldhanacell 4720006825

distance 0.376 · cross-district

#12 · Buldhanacell 4720006941

distance 0.379 · cross-district

#13 · Buldhanacell 4720003998

distance 0.383 · cross-district

#14 · Solapurcell 4960008231

distance 0.384 · cross-district

#15 · Ahmednagarcell 4660001432

distance 0.384 · cross-district

#16 · Yavatmalcell 5000010738

distance 0.384 · cross-district

#17 · Beedcell 4700000201

distance 0.385 · cross-district

#18 · Washimcell 4990004253

distance 0.388 · 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":4810000717}}}'

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.