Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004455

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690005958

distance 0.191 · cross-district

#2 · Kolhapurcell 4800001511

distance 0.206 · cross-district

#3 · Washimcell 4990000028

distance 0.226 · cross-district

#4 · Ahmednagarcell 4660002961

distance 0.23

#5 · Chhatrapati Sambhajinagarcell 4690003187

distance 0.234 · cross-district

#6 · Parbhanicell 4890002912

distance 0.237 · cross-district

#7 · Beedcell 4700005908

distance 0.242 · cross-district

#8 · Jalnacell 4790001897

distance 0.243 · cross-district

#9 · Ahmednagarcell 4660003240

distance 0.251

#10 · Ahmednagarcell 4660011759

distance 0.251

#11 · Kolhapurcell 4800002387

distance 0.251 · cross-district

#12 · Washimcell 4990000272

distance 0.252 · cross-district

#13 · Amravaticell 4680006576

distance 0.257 · cross-district

#14 · Ahmednagarcell 4660000860

distance 0.257

#15 · Sanglicell 4930006882

distance 0.257 · cross-district

#16 · Ahmednagarcell 4660009469

distance 0.26

#17 · Dharashivcell 4880004207

distance 0.26 · cross-district

#18 · Ahmednagarcell 4660000157

distance 0.262

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":4660004455}}}'

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.