Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660012821

The MH-36 locality cells most similar to this Ahmednagar 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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008950

distance 0.338 · cross-district

#2 · Kolhapurcell 4800004372

distance 0.341 · cross-district

#3 · Chandrapurcell 4730006201

distance 0.341 · cross-district

#4 · Jalgaoncell 4780002175

distance 0.345 · cross-district

#5 · Punecell 4900006054

distance 0.357 · cross-district

#6 · Kolhapurcell 4800004633

distance 0.362 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000201

distance 0.367 · cross-district

#8 · Ahmednagarcell 4660004252

distance 0.369

#9 · Beedcell 4700003310

distance 0.372 · cross-district

#10 · Ahmednagarcell 4660012815

distance 0.377

#11 · Punecell 4900003493

distance 0.379 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002065

distance 0.38 · cross-district

#13 · Laturcell 4810003781

distance 0.382 · cross-district

#14 · Solapurcell 4960005154

distance 0.385 · cross-district

#15 · Solapurcell 4960003970

distance 0.385 · cross-district

#16 · Solapurcell 4960009299

distance 0.386 · cross-district

#17 · Nandedcell 4850004600

distance 0.388 · cross-district

#18 · Washimcell 4990003861

distance 0.389 · 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":466,"cluster_id":4660012821}}}'

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.