Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002482

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 3 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 · Sanglicell 4930001813

distance 0.202

#2 · Kolhapurcell 4800005992

distance 0.318 · cross-district

#3 · Sanglicell 4930003344

distance 0.323

#4 · Kolhapurcell 4800006109

distance 0.327 · cross-district

#5 · Sanglicell 4930004030

distance 0.327

#6 · Sanglicell 4930002314

distance 0.327

#7 · Sataracell 4940000014

distance 0.328 · cross-district

#8 · Sanglicell 4930003685

distance 0.329

#9 · Sanglicell 4930002652

distance 0.334

#10 · Sanglicell 4930001812

distance 0.344

#11 · Sanglicell 4930003689

distance 0.346

#12 · Sanglicell 4930002988

distance 0.346

#13 · Kolhapurcell 4800006185

distance 0.348 · cross-district

#14 · Sanglicell 4930003341

distance 0.348

#15 · Kolhapurcell 4800003371

distance 0.349 · cross-district

#16 · Sanglicell 4930003346

distance 0.35

#17 · Kolhapurcell 4800005888

distance 0.351 · cross-district

#18 · Kolhapurcell 4800006327

distance 0.352 · 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":4930002482}}}'

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.