Bhārata Strata · Maharashtra · Jalgaon · morphological twins

Places like cell 4780000053

The MH-36 locality cells most similar to this Jalgaon 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780000278

distance 0.216

#2 · Nashikcell 4870007698

distance 0.223 · cross-district

#3 · Jalgaoncell 4780000038

distance 0.242

#4 · Jalgaoncell 4780000095

distance 0.252

#5 · Nashikcell 4870007373

distance 0.263 · cross-district

#6 · Jalgaoncell 4780000334

distance 0.264

#7 · Nashikcell 4870007655

distance 0.273 · cross-district

#8 · Nashikcell 4870008275

distance 0.278 · cross-district

#9 · Ahmednagarcell 4660014429

distance 0.286 · cross-district

#10 · Ahmednagarcell 4660014546

distance 0.289 · cross-district

#11 · Jalgaoncell 4780000086

distance 0.291

#12 · Ahmednagarcell 4660013664

distance 0.293 · cross-district

#13 · Jalgaoncell 4780004460

distance 0.294

#14 · Chhatrapati Sambhajinagarcell 4690004957

distance 0.295 · cross-district

#15 · Nashikcell 4870007375

distance 0.295 · cross-district

#16 · Nashikcell 4870007678

distance 0.295 · cross-district

#17 · Nashikcell 4870011836

distance 0.296 · cross-district

#18 · Chandrapurcell 4730006994

distance 0.298 · 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":478,"cluster_id":4780000053}}}'

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.