Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000747

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002594

distance 0.164 · cross-district

#2 · Dharashivcell 4880001852

distance 0.164 · cross-district

#3 · Dharashivcell 4880004053

distance 0.169 · cross-district

#4 · Laturcell 4810002313

distance 0.169

#5 · Dharashivcell 4880002636

distance 0.18 · cross-district

#6 · Dharashivcell 4880002715

distance 0.185 · cross-district

#7 · Dharashivcell 4880002419

distance 0.187 · cross-district

#8 · Sanglicell 4930000666

distance 0.189 · cross-district

#9 · Solapurcell 4960005182

distance 0.19 · cross-district

#10 · Laturcell 4810000973

distance 0.19

#11 · Dharashivcell 4880003240

distance 0.19 · cross-district

#12 · Laturcell 4810001540

distance 0.194

#13 · Dharashivcell 4880001291

distance 0.2 · cross-district

#14 · Beedcell 4700000207

distance 0.201 · cross-district

#15 · Dharashivcell 4880003287

distance 0.202 · cross-district

#16 · Dharashivcell 4880002027

distance 0.202 · cross-district

#17 · Laturcell 4810001212

distance 0.203

#18 · Laturcell 4810000630

distance 0.203

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":4810000747}}}'

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.