Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000751

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

0.065

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001690

distance 0.065 · cross-district

#2 · Dharashivcell 4880002488

distance 0.065 · cross-district

#3 · Dharashivcell 4880002532

distance 0.069 · cross-district

#4 · Laturcell 4810000491

distance 0.071

#5 · Dharashivcell 4880002312

distance 0.074 · cross-district

#6 · Dharashivcell 4880001334

distance 0.079 · cross-district

#7 · Laturcell 4810000436

distance 0.085

#8 · Laturcell 4810000621

distance 0.086

#9 · Dharashivcell 4880001592

distance 0.087 · cross-district

#10 · Dharashivcell 4880002489

distance 0.088 · cross-district

#11 · Dharashivcell 4880002255

distance 0.088 · cross-district

#12 · Dharashivcell 4880002328

distance 0.089 · cross-district

#13 · Dharashivcell 4880002019

distance 0.09 · cross-district

#14 · Laturcell 4810000673

distance 0.092

#15 · Laturcell 4810000746

distance 0.095

#16 · Laturcell 4810000556

distance 0.097

#17 · Dharashivcell 4880001327

distance 0.099 · cross-district

#18 · Dharashivcell 4880002253

distance 0.101 · 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":4810000751}}}'

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.