Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003521

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004528

distance 0.216

#2 · Laturcell 4810003513

distance 0.261

#3 · Laturcell 4810004720

distance 0.265

#4 · Laturcell 4810001746

distance 0.279

#5 · Nandedcell 4850004539

distance 0.304 · cross-district

#6 · Laturcell 4810002008

distance 0.31

#7 · Kolhapurcell 4800004932

distance 0.315 · cross-district

#8 · Laturcell 4810003710

distance 0.32

#9 · Laturcell 4810004030

distance 0.332

#10 · Nandedcell 4850004193

distance 0.343 · cross-district

#11 · Dharashivcell 4880002033

distance 0.346 · cross-district

#12 · Beedcell 4700000894

distance 0.348 · cross-district

#13 · Kolhapurcell 4800004088

distance 0.349 · cross-district

#14 · Laturcell 4810001591

distance 0.351

#15 · Dharashivcell 4880003760

distance 0.352 · cross-district

#16 · Solapurcell 4960011178

distance 0.352 · cross-district

#17 · Dhulecell 4740000156

distance 0.355 · cross-district

#18 · Parbhanicell 4890002924

distance 0.357 · 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":4810003521}}}'

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.