Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000921

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

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000919

distance 0.058

#2 · Dharashivcell 4880002858

distance 0.066 · cross-district

#3 · Laturcell 4810000860

distance 0.075

#4 · Laturcell 4810001057

distance 0.09

#5 · Laturcell 4810000855

distance 0.096

#6 · Laturcell 4810000986

distance 0.098

#7 · Laturcell 4810001125

distance 0.102

#8 · Dharashivcell 4880002962

distance 0.113 · cross-district

#9 · Laturcell 4810001191

distance 0.113

#10 · Laturcell 4810001199

distance 0.116

#11 · Dharashivcell 4880002929

distance 0.116 · cross-district

#12 · Solapurcell 4960007375

distance 0.118 · cross-district

#13 · Dharashivcell 4880002824

distance 0.119 · cross-district

#14 · Dharashivcell 4880002758

distance 0.119 · cross-district

#15 · Dharashivcell 4880002934

distance 0.119 · cross-district

#16 · Laturcell 4810000618

distance 0.12

#17 · Dharashivcell 4880002860

distance 0.12 · cross-district

#18 · Dharashivcell 4880002822

distance 0.121 · 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":4810000921}}}'

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.