Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004657

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004656

distance 0.123

#2 · Ahmednagarcell 4660004741

distance 0.158

#3 · Ahmednagarcell 4660004662

distance 0.255

#4 · Ahmednagarcell 4660004666

distance 0.257

#5 · Punecell 4900002954

distance 0.258 · cross-district

#6 · Ahmednagarcell 4660005443

distance 0.263

#7 · Ahmednagarcell 4660007165

distance 0.268

#8 · Ahmednagarcell 4660004482

distance 0.271

#9 · Ahmednagarcell 4660005208

distance 0.28

#10 · Ahmednagarcell 4660007462

distance 0.283

#11 · Laturcell 4810004065

distance 0.288 · cross-district

#12 · Ahmednagarcell 4660004400

distance 0.289

#13 · Laturcell 4810004165

distance 0.291 · cross-district

#14 · Laturcell 4810003444

distance 0.296 · cross-district

#15 · Laturcell 4810003661

distance 0.299 · cross-district

#16 · Sanglicell 4930000049

distance 0.299 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000648

distance 0.3 · cross-district

#18 · Sanglicell 4930000006

distance 0.302 · 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":4660004657}}}'

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.