Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810001713

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002492

distance 0.13

#2 · Laturcell 4810002876

distance 0.143

#3 · Beedcell 4700002909

distance 0.151 · cross-district

#4 · Beedcell 4700000386

distance 0.151 · cross-district

#5 · Laturcell 4810002682

distance 0.163

#6 · Dharashivcell 4880002352

distance 0.182 · cross-district

#7 · Beedcell 4700001721

distance 0.185 · cross-district

#8 · Laturcell 4810001235

distance 0.188

#9 · Laturcell 4810002389

distance 0.189

#10 · Sanglicell 4930003819

distance 0.19 · cross-district

#11 · Dharashivcell 4880005949

distance 0.191 · cross-district

#12 · Laturcell 4810002582

distance 0.195

#13 · Nandedcell 4850004392

distance 0.197 · cross-district

#14 · Dharashivcell 4880004138

distance 0.198 · cross-district

#15 · Laturcell 4810000519

distance 0.198

#16 · Laturcell 4810002406

distance 0.199

#17 · Laturcell 4810003172

distance 0.199

#18 · Jalnacell 4790003724

distance 0.2 · 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":4810001713}}}'

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.