Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003339

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006133

distance 0.265 · cross-district

#2 · Kolhapurcell 4800006367

distance 0.288 · cross-district

#3 · Kolhapurcell 4800005936

distance 0.386 · cross-district

#4 · Nashikcell 4870013400

distance 0.386 · cross-district

#5 · Ahmednagarcell 4660008830

distance 0.39 · cross-district

#6 · Nashikcell 4870010401

distance 0.394 · cross-district

#7 · Sataracell 4940003163

distance 0.395 · cross-district

#8 · Nashikcell 4870008494

distance 0.398 · cross-district

#9 · Nashikcell 4870008766

distance 0.402 · cross-district

#10 · Nashikcell 4870002242

distance 0.403 · cross-district

#11 · Nandurbarcell 4860003831

distance 0.405 · cross-district

#12 · Nashikcell 4870012565

distance 0.405 · cross-district

#13 · Nandurbarcell 4860003754

distance 0.405 · cross-district

#14 · Sanglicell 4930003523

distance 0.408

#15 · Nashikcell 4870009484

distance 0.409 · cross-district

#16 · Sanglicell 4930002312

distance 0.412

#17 · Nandurbarcell 4860004033

distance 0.415 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003790

distance 0.416 · 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":4930003339}}}'

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.