Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004321

The MH-36 locality cells most similar to this Jalna 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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004991

distance 0.237

#2 · Jalnacell 4790005033

distance 0.296

#3 · Jalnacell 4790004605

distance 0.32

#4 · Jalnacell 4790004479

distance 0.345

#5 · Chhatrapati Sambhajinagarcell 4690004794

distance 0.348 · cross-district

#6 · Sanglicell 4930002413

distance 0.349 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690005812

distance 0.356 · cross-district

#8 · Laturcell 4810003354

distance 0.372 · cross-district

#9 · Beedcell 4700001579

distance 0.373 · cross-district

#10 · Jalnacell 4790000953

distance 0.374

#11 · Solapurcell 4960011536

distance 0.376 · cross-district

#12 · Jalnacell 4790004322

distance 0.376

#13 · Sanglicell 4930002578

distance 0.378 · cross-district

#14 · Parbhanicell 4890001710

distance 0.379 · cross-district

#15 · Jalnacell 4790004478

distance 0.382

#16 · Solapurcell 4960012172

distance 0.387 · cross-district

#17 · Jalnacell 4790004441

distance 0.388

#18 · Amravaticell 4680003395

distance 0.388 · 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":479,"cluster_id":4790004321}}}'

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.