Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000021

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000018

distance 0.099

#2 · Laturcell 4810000242

distance 0.101

#3 · Laturcell 4810000142

distance 0.13

#4 · Laturcell 4810000316

distance 0.141

#5 · Laturcell 4810001287

distance 0.144

#6 · Laturcell 4810001106

distance 0.15

#7 · Laturcell 4810001210

distance 0.152

#8 · Laturcell 4810002136

distance 0.152

#9 · Laturcell 4810000570

distance 0.153

#10 · Dharashivcell 4880003977

distance 0.16 · cross-district

#11 · Laturcell 4810001692

distance 0.166

#12 · Laturcell 4810000193

distance 0.167

#13 · Laturcell 4810001205

distance 0.169

#14 · Laturcell 4810000936

distance 0.169

#15 · Sanglicell 4930000245

distance 0.169 · cross-district

#16 · Laturcell 4810001817

distance 0.171

#17 · Laturcell 4810000245

distance 0.171

#18 · Dharashivcell 4880002820

distance 0.173 · 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":4810000021}}}'

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.