Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000608

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000676

distance 0.043

#2 · Laturcell 4810000553

distance 0.048

#3 · Dharashivcell 4880001495

distance 0.051 · cross-district

#4 · Laturcell 4810000556

distance 0.054

#5 · Laturcell 4810000745

distance 0.056

#6 · Laturcell 4810000684

distance 0.06

#7 · Laturcell 4810000297

distance 0.061

#8 · Laturcell 4810000343

distance 0.061

#9 · Laturcell 4810000673

distance 0.064

#10 · Laturcell 4810000436

distance 0.065

#11 · Laturcell 4810000611

distance 0.066

#12 · Laturcell 4810000746

distance 0.069

#13 · Laturcell 4810000621

distance 0.069

#14 · Laturcell 4810000685

distance 0.07

#15 · Laturcell 4810000817

distance 0.071

#16 · Laturcell 4810000615

distance 0.072

#17 · Laturcell 4810000301

distance 0.075

#18 · Laturcell 4810000740

distance 0.076

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":4810000608}}}'

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.