Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003427

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003119

distance 0.202

#2 · Sanglicell 4930004271

distance 0.241 · cross-district

#3 · Laturcell 4810003223

distance 0.252

#4 · Beedcell 4700001471

distance 0.253 · cross-district

#5 · Kolhapurcell 4800005121

distance 0.26 · cross-district

#6 · Nandedcell 4850000246

distance 0.266 · cross-district

#7 · Kolhapurcell 4800005206

distance 0.28 · cross-district

#8 · Sanglicell 4930003597

distance 0.28 · cross-district

#9 · Laturcell 4810003737

distance 0.281

#10 · Sanglicell 4930005832

distance 0.282 · cross-district

#11 · Washimcell 4990001432

distance 0.287 · cross-district

#12 · Kolhapurcell 4800005122

distance 0.287 · cross-district

#13 · Laturcell 4810004146

distance 0.288

#14 · Beedcell 4700001348

distance 0.288 · cross-district

#15 · Kolhapurcell 4800003857

distance 0.29 · cross-district

#16 · Beedcell 4700001322

distance 0.293 · cross-district

#17 · Sanglicell 4930003596

distance 0.294 · cross-district

#18 · Beedcell 4700003242

distance 0.295 · 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":4810003427}}}'

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.