Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000749

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001763

distance 0.116 · cross-district

#2 · Laturcell 4810000744

distance 0.135

#3 · Dharashivcell 4880003295

distance 0.14 · cross-district

#4 · Dharashivcell 4880001860

distance 0.161 · cross-district

#5 · Dharashivcell 4880002712

distance 0.161 · cross-district

#6 · Dharashivcell 4880001857

distance 0.162 · cross-district

#7 · Laturcell 4810001551

distance 0.162

#8 · Dharashivcell 4880001671

distance 0.163 · cross-district

#9 · Dharashivcell 4880002380

distance 0.166 · cross-district

#10 · Dharashivcell 4880001317

distance 0.168 · cross-district

#11 · Laturcell 4810000441

distance 0.169

#12 · Laturcell 4810001815

distance 0.17

#13 · Laturcell 4810001236

distance 0.17

#14 · Dharashivcell 4880002684

distance 0.171 · cross-district

#15 · Laturcell 4810000265

distance 0.172

#16 · Dharashivcell 4880002392

distance 0.173 · cross-district

#17 · Dharashivcell 4880002589

distance 0.174 · cross-district

#18 · Dharashivcell 4880001424

distance 0.174 · 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":4810000749}}}'

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.