Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004685

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.287

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004434

distance 0.287

#2 · Ahmednagarcell 4660005693

distance 0.313

#3 · Kolhapurcell 4800004958

distance 0.324 · cross-district

#4 · Ahmednagarcell 4660005139

distance 0.325

#5 · Ahmednagarcell 4660004602

distance 0.327

#6 · Punecell 4900007728

distance 0.342 · cross-district

#7 · Kolhapurcell 4800005052

distance 0.35 · cross-district

#8 · Beedcell 4700005580

distance 0.352 · cross-district

#9 · Ahmednagarcell 4660005814

distance 0.352

#10 · Chhatrapati Sambhajinagarcell 4690002699

distance 0.358 · cross-district

#11 · Jalgaoncell 4780005887

distance 0.365 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003801

distance 0.366 · cross-district

#13 · Jalgaoncell 4780005781

distance 0.37 · cross-district

#14 · Ahmednagarcell 4660012648

distance 0.372

#15 · Ahmednagarcell 4660007954

distance 0.375

#16 · Ahmednagarcell 4660007137

distance 0.375

#17 · Nashikcell 4870010453

distance 0.378 · cross-district

#18 · Nashikcell 4870010454

distance 0.38 · 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":4660004685}}}'

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.