Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004454

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004543

distance 0.125

#2 · Beedcell 4700005500

distance 0.166 · cross-district

#3 · Kolhapurcell 4800001666

distance 0.19 · cross-district

#4 · Beedcell 4700006210

distance 0.203 · cross-district

#5 · Beedcell 4700004878

distance 0.206 · cross-district

#6 · Beedcell 4700004013

distance 0.21 · cross-district

#7 · Beedcell 4700005205

distance 0.21 · cross-district

#8 · Ahmednagarcell 4660005072

distance 0.211

#9 · Kolhapurcell 4800002340

distance 0.217 · cross-district

#10 · Ahmednagarcell 4660004542

distance 0.217

#11 · Beedcell 4700005794

distance 0.219 · cross-district

#12 · Ahmednagarcell 4660004548

distance 0.225

#13 · Kolhapurcell 4800002356

distance 0.227 · cross-district

#14 · Ahmednagarcell 4660004547

distance 0.23

#15 · Ahmednagarcell 4660004714

distance 0.231

#16 · Beedcell 4700005497

distance 0.232 · cross-district

#17 · Yavatmalcell 5000002620

distance 0.238 · cross-district

#18 · Sataracell 4940000991

distance 0.238 · 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":4660004454}}}'

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.