Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003692

The MH-36 locality cells most similar to this Sangli 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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003162

distance 0.175

#2 · Sanglicell 4930002480

distance 0.202

#3 · Sanglicell 4930003861

distance 0.24

#4 · Kolhapurcell 4800006368

distance 0.284 · cross-district

#5 · Sanglicell 4930002478

distance 0.312

#6 · Sanglicell 4930003509

distance 0.327

#7 · Nashikcell 4870008348

distance 0.328 · cross-district

#8 · Nandurbarcell 4860004683

distance 0.328 · cross-district

#9 · Sanglicell 4930002818

distance 0.332

#10 · Sanglicell 4930003338

distance 0.335

#11 · Kolhapurcell 4800006235

distance 0.335 · cross-district

#12 · Sataracell 4940000810

distance 0.335 · cross-district

#13 · Sanglicell 4930001977

distance 0.336

#14 · Kolhapurcell 4800005994

distance 0.339 · cross-district

#15 · Nashikcell 4870013430

distance 0.341 · cross-district

#16 · Sanglicell 4930004028

distance 0.352

#17 · Kolhapurcell 4800006179

distance 0.355 · cross-district

#18 · Sataracell 4940000694

distance 0.359 · 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":493,"cluster_id":4930003692}}}'

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.