Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660002178

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001559

distance 0.145

#2 · Ahmednagarcell 4660001969

distance 0.167

#3 · Ahmednagarcell 4660000436

distance 0.171

#4 · Ahmednagarcell 4660000792

distance 0.177

#5 · Ahmednagarcell 4660002248

distance 0.181

#6 · Ahmednagarcell 4660002185

distance 0.181

#7 · Ahmednagarcell 4660000208

distance 0.188

#8 · Solapurcell 4960005153

distance 0.193 · cross-district

#9 · Punecell 4900002039

distance 0.194 · cross-district

#10 · Ahmednagarcell 4660002084

distance 0.199

#11 · Beedcell 4700003132

distance 0.201 · cross-district

#12 · Ahmednagarcell 4660000684

distance 0.202

#13 · Ahmednagarcell 4660002989

distance 0.203

#14 · Ahmednagarcell 4660000727

distance 0.204

#15 · Ahmednagarcell 4660005215

distance 0.206

#16 · Ahmednagarcell 4660001782

distance 0.209

#17 · Ahmednagarcell 4660001092

distance 0.211

#18 · Ahmednagarcell 4660010108

distance 0.212

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":4660002178}}}'

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.