Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004686

The MH-36 locality cells most similar to this Akola 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004667

distance 0.085

#2 · Amravaticell 4680005832

distance 0.09 · cross-district

#3 · Akolacell 4670004669

distance 0.09

#4 · Amravaticell 4680006248

distance 0.092 · cross-district

#5 · Amravaticell 4680005565

distance 0.093 · cross-district

#6 · Amravaticell 4680006247

distance 0.094 · cross-district

#7 · Amravaticell 4680005967

distance 0.103 · cross-district

#8 · Amravaticell 4680005315

distance 0.105 · cross-district

#9 · Amravaticell 4680006113

distance 0.11 · cross-district

#10 · Amravaticell 4680005436

distance 0.111 · cross-district

#11 · Amravaticell 4680005834

distance 0.115 · cross-district

#12 · Amravaticell 4680006258

distance 0.119 · cross-district

#13 · Amravaticell 4680006093

distance 0.122 · cross-district

#14 · Amravaticell 4680006095

distance 0.125 · cross-district

#15 · Amravaticell 4680005200

distance 0.125 · cross-district

#16 · Amravaticell 4680006114

distance 0.126 · cross-district

#17 · Amravaticell 4680006393

distance 0.126 · cross-district

#18 · Amravaticell 4680005965

distance 0.129 · 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":467,"cluster_id":4670004686}}}'

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.