Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003171

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002312

distance 0.224

#2 · Sanglicell 4930003160

distance 0.254

#3 · Kolhapurcell 4800005936

distance 0.262 · cross-district

#4 · Kolhapurcell 4800006133

distance 0.266 · cross-district

#5 · Sanglicell 4930003523

distance 0.329

#6 · Nashikcell 4870012994

distance 0.343 · cross-district

#7 · Ahmednagarcell 4660009359

distance 0.357 · cross-district

#8 · Kolhapurcell 4800005822

distance 0.371 · cross-district

#9 · Nashikcell 4870012496

distance 0.378 · cross-district

#10 · Ahmednagarcell 4660007756

distance 0.378 · cross-district

#11 · Dhulecell 4740006157

distance 0.382 · cross-district

#12 · Dhulecell 4740000487

distance 0.385 · cross-district

#13 · Dhulecell 4740000824

distance 0.386 · cross-district

#14 · Nashikcell 4870012590

distance 0.387 · cross-district

#15 · Nashikcell 4870008670

distance 0.388 · cross-district

#16 · Dhulecell 4740006218

distance 0.389 · cross-district

#17 · Sataracell 4940001342

distance 0.39 · cross-district

#18 · Nashikcell 4870006584

distance 0.394 · 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":4930003171}}}'

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.