Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002515

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

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000516

distance 0.211

#2 · Kolhapurcell 4800005632

distance 0.263 · cross-district

#3 · Kolhapurcell 4800005631

distance 0.264 · cross-district

#4 · Kolhapurcell 4800005706

distance 0.266 · cross-district

#5 · Sanglicell 4930003200

distance 0.275

#6 · Ahmednagarcell 4660014352

distance 0.28 · cross-district

#7 · Kolhapurcell 4800005381

distance 0.284 · cross-district

#8 · Jalgaoncell 4780000531

distance 0.287 · cross-district

#9 · Jalgaoncell 4780000975

distance 0.289 · cross-district

#10 · Sanglicell 4930003024

distance 0.291

#11 · Ahmednagarcell 4660013794

distance 0.292 · cross-district

#12 · Jalgaoncell 4780000802

distance 0.294 · cross-district

#13 · Kolhapurcell 4800005549

distance 0.298 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001741

distance 0.299 · cross-district

#15 · Jalgaoncell 4780000320

distance 0.301 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002238

distance 0.303 · cross-district

#17 · Sanglicell 4930000381

distance 0.304

#18 · Dhulecell 4740001292

distance 0.305 · 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":4930002515}}}'

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.