Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003554

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.373

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660013982

distance 0.373 · cross-district

#2 · Sanglicell 4930002854

distance 0.378

#3 · Kolhapurcell 4800005463

distance 0.378 · cross-district

#4 · Nashikcell 4870008130

distance 0.392 · cross-district

#5 · Jalgaoncell 4780003559

distance 0.402 · cross-district

#6 · Sanglicell 4930003559

distance 0.403

#7 · Sanglicell 4930003737

distance 0.421

#8 · Ahmednagarcell 4660014543

distance 0.428 · cross-district

#9 · Jalgaoncell 4780001670

distance 0.43 · cross-district

#10 · Ahmednagarcell 4660012907

distance 0.432 · cross-district

#11 · Ahmednagarcell 4660012335

distance 0.433 · cross-district

#12 · Ahmednagarcell 4660013655

distance 0.434 · cross-district

#13 · Ahmednagarcell 4660012775

distance 0.435 · cross-district

#14 · Kolhapurcell 4800005705

distance 0.441 · cross-district

#15 · Ahmednagarcell 4660014504

distance 0.446 · cross-district

#16 · Kolhapurcell 4800005844

distance 0.446 · cross-district

#17 · Sanglicell 4930002190

distance 0.447

#18 · Chhatrapati Sambhajinagarcell 4690007842

distance 0.448 · 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":4930003554}}}'

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.