Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000716

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000428

distance 0.164

#2 · Dharashivcell 4880001166

distance 0.166 · cross-district

#3 · Beedcell 4700006933

distance 0.175 · cross-district

#4 · Laturcell 4810000535

distance 0.177

#5 · Amravaticell 4680001621

distance 0.185 · cross-district

#6 · Laturcell 4810000783

distance 0.185

#7 · Laturcell 4810000653

distance 0.189

#8 · Solapurcell 4960009808

distance 0.19 · cross-district

#9 · Beedcell 4700006551

distance 0.191 · cross-district

#10 · Beedcell 4700007149

distance 0.191 · cross-district

#11 · Akolacell 4670003324

distance 0.194 · cross-district

#12 · Buldhanacell 4720003916

distance 0.195 · cross-district

#13 · Dharashivcell 4880002728

distance 0.195 · cross-district

#14 · Akolacell 4670002082

distance 0.196 · cross-district

#15 · Beedcell 4700004493

distance 0.197 · cross-district

#16 · Beedcell 4700005990

distance 0.199 · cross-district

#17 · Solapurcell 4960010084

distance 0.199 · cross-district

#18 · Beedcell 4700004140

distance 0.201 · 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":4810000716}}}'

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.