Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004539

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004891

distance 0.124 · cross-district

#2 · Ahmednagarcell 4660004628

distance 0.14

#3 · Beedcell 4700005797

distance 0.144 · cross-district

#4 · Beedcell 4700005650

distance 0.145 · cross-district

#5 · Beedcell 4700005039

distance 0.148 · cross-district

#6 · Beedcell 4700006069

distance 0.151 · cross-district

#7 · Beedcell 4700004192

distance 0.156 · cross-district

#8 · Beedcell 4700005038

distance 0.161 · cross-district

#9 · Beedcell 4700003677

distance 0.169 · cross-district

#10 · Beedcell 4700003511

distance 0.17 · cross-district

#11 · Ahmednagarcell 4660004369

distance 0.171

#12 · Ahmednagarcell 4660004711

distance 0.172

#13 · Ahmednagarcell 4660004707

distance 0.172

#14 · Ahmednagarcell 4660004453

distance 0.173

#15 · Beedcell 4700004707

distance 0.175 · cross-district

#16 · Ahmednagarcell 4660004211

distance 0.176

#17 · Beedcell 4700005509

distance 0.177 · cross-district

#18 · Beedcell 4700005647

distance 0.178 · 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":4660004539}}}'

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.