Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001021

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000141

distance 0.331 · cross-district

#2 · Ahmednagarcell 4660010245

distance 0.334 · cross-district

#3 · Ahmednagarcell 4660010244

distance 0.342 · cross-district

#4 · Sanglicell 4930003407

distance 0.378 · cross-district

#5 · Punecell 4900005516

distance 0.38 · cross-district

#6 · Jalnacell 4790001019

distance 0.38

#7 · Chhatrapati Sambhajinagarcell 4690003524

distance 0.404 · cross-district

#8 · Punecell 4900003363

distance 0.405 · cross-district

#9 · Jalgaoncell 4780002007

distance 0.41 · cross-district

#10 · Gondiacell 4760004046

distance 0.411 · cross-district

#11 · Beedcell 4700006004

distance 0.415 · cross-district

#12 · Solapurcell 4960004078

distance 0.416 · cross-district

#13 · Akolacell 4670001015

distance 0.416 · cross-district

#14 · Nandedcell 4850004335

distance 0.417 · cross-district

#15 · Punecell 4900009097

distance 0.428 · cross-district

#16 · Solapurcell 4960011746

distance 0.43 · cross-district

#17 · Ahmednagarcell 4660002863

distance 0.437 · cross-district

#18 · Punecell 4900003362

distance 0.438 · 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":4790001021}}}'

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.