Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660002011

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

0.073

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002934

distance 0.073

#2 · Beedcell 4700003354

distance 0.103 · cross-district

#3 · Beedcell 4700001385

distance 0.109 · cross-district

#4 · Beedcell 4700003194

distance 0.124 · cross-district

#5 · Beedcell 4700003021

distance 0.124 · cross-district

#6 · Beedcell 4700002837

distance 0.128 · cross-district

#7 · Beedcell 4700003020

distance 0.131 · cross-district

#8 · Ahmednagarcell 4660002428

distance 0.132

#9 · Beedcell 4700003350

distance 0.136 · cross-district

#10 · Dharashivcell 4880006211

distance 0.138 · cross-district

#11 · Beedcell 4700003187

distance 0.143 · cross-district

#12 · Dharashivcell 4880006417

distance 0.145 · cross-district

#13 · Dharashivcell 4880005140

distance 0.145 · cross-district

#14 · Beedcell 4700000846

distance 0.146 · cross-district

#15 · Beedcell 4700001392

distance 0.148 · cross-district

#16 · Ahmednagarcell 4660001601

distance 0.151

#17 · Dharashivcell 4880005237

distance 0.151 · cross-district

#18 · Dharashivcell 4880006349

distance 0.153 · 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":4660002011}}}'

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.