Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000000

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000001

distance 0.111

#2 · Dharashivcell 4880004820

distance 0.147 · cross-district

#3 · Dharashivcell 4880004816

distance 0.149 · cross-district

#4 · Laturcell 4810000113

distance 0.149

#5 · Laturcell 4810000209

distance 0.149

#6 · Laturcell 4810003453

distance 0.152

#7 · Dharashivcell 4880004627

distance 0.157 · cross-district

#8 · Dharashivcell 4880005201

distance 0.158 · cross-district

#9 · Laturcell 4810000722

distance 0.16

#10 · Laturcell 4810000721

distance 0.16

#11 · Dharashivcell 4880004817

distance 0.161 · cross-district

#12 · Dharashivcell 4880004625

distance 0.162 · cross-district

#13 · Dharashivcell 4880000518

distance 0.162 · cross-district

#14 · Dharashivcell 4880004713

distance 0.162 · cross-district

#15 · Dharashivcell 4880006154

distance 0.162 · cross-district

#16 · Beedcell 4700001067

distance 0.162 · cross-district

#17 · Dharashivcell 4880006090

distance 0.165 · cross-district

#18 · Dharashivcell 4880005294

distance 0.166 · 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":4810000000}}}'

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.