Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000284

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

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000416

distance 0.072

#2 · Laturcell 4810000843

distance 0.087

#3 · Laturcell 4810001520

distance 0.103

#4 · Laturcell 4810000308

distance 0.106

#5 · Laturcell 4810000637

distance 0.11

#6 · Laturcell 4810000349

distance 0.112

#7 · Laturcell 4810001519

distance 0.117

#8 · Laturcell 4810000314

distance 0.119

#9 · Dharashivcell 4880001947

distance 0.119 · cross-district

#10 · Laturcell 4810002515

distance 0.122

#11 · Dharashivcell 4880004921

distance 0.124 · cross-district

#12 · Laturcell 4810000455

distance 0.127

#13 · Laturcell 4810000200

distance 0.128

#14 · Laturcell 4810000309

distance 0.131

#15 · Laturcell 4810002254

distance 0.131

#16 · Laturcell 4810000201

distance 0.134

#17 · Laturcell 4810000522

distance 0.135

#18 · Laturcell 4810002770

distance 0.136

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":4810000284}}}'

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.