Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000719

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000230

distance 0.119

#2 · Buldhanacell 4720003561

distance 0.135 · cross-district

#3 · Akolacell 4670000570

distance 0.136 · cross-district

#4 · Buldhanacell 4720003718

distance 0.149 · cross-district

#5 · Laturcell 4810000115

distance 0.16

#6 · Dharashivcell 4880001552

distance 0.166 · cross-district

#7 · Dharashivcell 4880001883

distance 0.17 · cross-district

#8 · Akolacell 4670002195

distance 0.172 · cross-district

#9 · Solapurcell 4960008660

distance 0.173 · cross-district

#10 · Laturcell 4810000332

distance 0.174

#11 · Buldhanacell 4720003633

distance 0.175 · cross-district

#12 · Laturcell 4810000721

distance 0.175

#13 · Laturcell 4810000374

distance 0.176

#14 · Buldhanacell 4720003488

distance 0.176 · cross-district

#15 · Solapurcell 4960005384

distance 0.178 · cross-district

#16 · Dharashivcell 4880000265

distance 0.178 · cross-district

#17 · Akolacell 4670000489

distance 0.18 · cross-district

#18 · Dharashivcell 4880000277

distance 0.182 · 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":4810000719}}}'

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.