Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810001049

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001431

distance 0.123

#2 · Laturcell 4810001271

distance 0.126

#3 · Laturcell 4810001434

distance 0.133

#4 · Laturcell 4810000742

distance 0.14

#5 · Laturcell 4810001144

distance 0.143

#6 · Solapurcell 4960006980

distance 0.161 · cross-district

#7 · Laturcell 4810000857

distance 0.162

#8 · Solapurcell 4960005187

distance 0.168 · cross-district

#9 · Sanglicell 4930001941

distance 0.168 · cross-district

#10 · Laturcell 4810002130

distance 0.169

#11 · Dharashivcell 4880003100

distance 0.169 · cross-district

#12 · Dharashivcell 4880003005

distance 0.169 · cross-district

#13 · Solapurcell 4960007749

distance 0.17 · cross-district

#14 · Dharashivcell 4880002531

distance 0.174 · cross-district

#15 · Dharashivcell 4880006131

distance 0.176 · cross-district

#16 · Dharashivcell 4880003101

distance 0.179 · cross-district

#17 · Laturcell 4810000870

distance 0.18

#18 · Dharashivcell 4880002551

distance 0.181 · 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":4810001049}}}'

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.