Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004135

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004677

distance 0.086 · cross-district

#2 · Beedcell 4700005487

distance 0.124 · cross-district

#3 · Beedcell 4700004863

distance 0.129 · cross-district

#4 · Ahmednagarcell 4660003413

distance 0.14

#5 · Ahmednagarcell 4660003161

distance 0.14

#6 · Beedcell 4700006050

distance 0.143 · cross-district

#7 · Beedcell 4700003643

distance 0.143 · cross-district

#8 · Beedcell 4700004864

distance 0.143 · cross-district

#9 · Ahmednagarcell 4660003097

distance 0.148

#10 · Beedcell 4700006482

distance 0.15 · cross-district

#11 · Beedcell 4700005922

distance 0.15 · cross-district

#12 · Ahmednagarcell 4660009770

distance 0.151

#13 · Beedcell 4700004678

distance 0.153 · cross-district

#14 · Ahmednagarcell 4660001366

distance 0.155

#15 · Beedcell 4700004524

distance 0.156 · cross-district

#16 · Beedcell 4700003486

distance 0.157 · cross-district

#17 · Solapurcell 4960012200

distance 0.159 · cross-district

#18 · Beedcell 4700006336

distance 0.159 · 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":4660004135}}}'

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.