Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000855

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

0.042

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001191

distance 0.042

#2 · Laturcell 4810000919

distance 0.054

#3 · Laturcell 4810000988

distance 0.079

#4 · Dharashivcell 4880002962

distance 0.082 · cross-district

#5 · Dharashivcell 4880003838

distance 0.084 · cross-district

#6 · Laturcell 4810001599

distance 0.09

#7 · Dharashivcell 4880003194

distance 0.092 · cross-district

#8 · Laturcell 4810001057

distance 0.093

#9 · Laturcell 4810001854

distance 0.096

#10 · Laturcell 4810001685

distance 0.096

#11 · Laturcell 4810000921

distance 0.096

#12 · Laturcell 4810000860

distance 0.1

#13 · Dharashivcell 4880002854

distance 0.103 · cross-district

#14 · Dharashivcell 4880003244

distance 0.104 · cross-district

#15 · Laturcell 4810001944

distance 0.106

#16 · Dharashivcell 4880003000

distance 0.108 · cross-district

#17 · Laturcell 4810000675

distance 0.112

#18 · Dharashivcell 4880002858

distance 0.112 · 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":4810000855}}}'

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.